cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15667572
title: The Shadow-First Universe: Redefining Cosmic Structure from Darkness to Light

description: This archive presents the complete documentation, data, simulations, and visual evidence for the Shadow-First Universe (SFU) theory, a new cosmological model proposing that shadow structures — invisible gravitational templates — expand before light or matter, shaping the cosmos from darkness to illumination.

 

The SFU is centered around the Diegan Shadow Formula: Φ = ρ^1.59, which describes gravitational potential as a function of shadow density. This model successfully explains cosmic structure formation, dark matter behavior, gravitational lensing patterns, and galaxy rotation curves with high accuracy.

 

Included in this archive:

- Full research paper (PDF + LaTeX)

- Annotated visual figures

- MP4 video simulations of SFU vs standard model

- Python code for fitting real galaxy rotation data

- Public explanation and letters

- Submission resources

 

This work proposes a new foundation for gravitational theory, cosmology, and early-universe evolution. This dataset is intended for publication, peer review, and public dissemination.
DOI: 10.15468/dl.9xmjjg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odontelytrum abyssinicum Hack.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.5808 -24.13,35.5909 -24.0715,30.5701 -24.0715,30.5701 -28.5786,32.4847 -28.5786,32.55 -28.5222,33.0346 -26.8668,32.9741 -26.7838,33.0415 -26.059,32.9304 -26.0011,32.7994 -26.1281,32.6834 -26.0015,32.813 -25.8728,32.8513 -25.7166,33.3048 -25.3731,35.1489 -24.6699,35.5808 -24.13))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047457-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15665359
title: oxyura_vittata_spades_01.fasta.gz
DOI: 10.5281/zenodo.15665360
title: oxyura_vittata_spades_01.fasta.gz
DOI: 10.15468/dl.paxtzq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odontelytrum abyssinicum Hack.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047458-250525065834625/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12172845
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.15468/dl.q5wr4w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odontelytrum abyssinicum Hack.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1586 -33.5889,28.2048 -32.9007,25.5395 -32.9007,25.5395 -34.1098,25.6468 -34.1222,25.7787 -34.0734,25.7098 -33.9109,25.8639 -33.797,26.4806 -33.8473,27.1586 -33.5889))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047459-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15667507
title: Questionnaire and Responses Supporting: Artificial Intelligence Readiness and Business Sustainability in Indonesian Small and Medium-Sized Enterprises

description: This study examines the readiness of Indonesian SMEs to adopt Artificial Intelligence (AI) in financial analytics for business sustainability, using the Technology-Organization-Environment (TOE) framework. This repository contains the research instrument and anonymized dataset used in the study titled “Artificial Intelligence Readiness and Business Sustainability in Indonesian Small and Medium-Sized Enterprises.” The dataset consists of responses from 186 SMEs across Indonesia, with a focus on Jakarta, Bogor, Depok, Tangerang, and Bekasi (Jabodetabek area), collected using a 6-point Likert scale. This dataset supports an undergraduate thesis submitted to Bina Nusantara University in 2025.
DOI: 10.5281/zenodo.15667508
title: Questionnaire and Responses Supporting: Artificial Intelligence Readiness and Business Sustainability in Indonesian Small and Medium-Sized Enterprises

description: This study examines the readiness of Indonesian SMEs to adopt Artificial Intelligence (AI) in financial analytics for business sustainability, using the Technology-Organization-Environment (TOE) framework. This repository contains the research instrument and anonymized dataset used in the study titled “Artificial Intelligence Readiness and Business Sustainability in Indonesian Small and Medium-Sized Enterprises.” The dataset consists of responses from 186 SMEs across Indonesia, with a focus on Jakarta, Bogor, Depok, Tangerang, and Bekasi (Jabodetabek area), collected using a 6-point Likert scale. This dataset supports an undergraduate thesis submitted to Bina Nusantara University in 2025.
DOI: 10.5281/zenodo.5089278
title: Pianist8

description: This dataset contains a total of 411 pieces from eight artists’ performances of piano music downloaded from YouTube for training and evaluating symbolic-domain style classification.

The artists included are Richard Clayderman (pop), Yiruma (pop), Herbie Hancock (jazz), Ludovico Einaudi (contemporary), Hisaishi Joe (contemporary), Ryuichi Sakamoto (contemporary), Bethel Music (religious) and Hillsong Worship (religious).

The paired MIDI files are machine-transcribed by the piano transcription model proposed by Kong et al. (2021).

 

If you plan to use this dataset, please refer to MIDI-BERT for the main work and cite our paper: 

@article{midibertpiano,
  title={{MidiBERT-Piano}: Large-scale Pre-training for Symbolic Music Understanding},
  author={Yi-Hui Chou and I-Chun Chen and Chin-Jui Chang and Joann Ching, and Yi-Hsuan Yang},
  journal={arXiv preprint arXiv:2107.05223},
  year={2021}
}
DOI: 10.5281/zenodo.5089279
title: Pianist8

description: This dataset contains a total of 411 pieces from eight artists’ performances of piano music downloaded from YouTube for training and evaluating symbolic-domain style classification.

The artists included are Richard Clayderman (pop), Yiruma (pop), Herbie Hancock (jazz), Ludovico Einaudi (contemporary), Hisaishi Joe (contemporary), Ryuichi Sakamoto (contemporary), Bethel Music (religious) and Hillsong Worship (religious).

The paired MIDI files are machine-transcribed by the piano transcription model proposed by Kong et al. (2021).

 

If you plan to use this dataset, please refer to MIDI-BERT for the main work and cite our paper: 

@article{midibertpiano,
  title={{MidiBERT-Piano}: Large-scale Pre-training for Symbolic Music Understanding},
  author={Yi-Hui Chou and I-Chun Chen and Chin-Jui Chang and Joann Ching, and Yi-Hsuan Yang},
  journal={arXiv preprint arXiv:2107.05223},
  year={2021}
}
DOI: 10.15468/dl.ffc4bk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odontelytrum abyssinicum Hack.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((18.2339 -32.5266,18.1411 -32.657,18.1007 -32.7021,18.0224 -32.6366,17.8923 -32.6419,17.754 -32.8255,17.7723 -32.9007,20.509 -32.9007,20.509 -28.5786,16.2782 -28.5786,16.4358 -28.7202,16.726 -29.1235,17.1957 -30.3752,17.6655 -31.1743,18.1322 -31.7679,18.2495 -32.2638,18.2339 -32.5266))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047460-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ju63s6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odontelytrum abyssinicum Hack.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.6372 -28.0032,16.2782 -28.5786,20.509 -28.5786,20.509 -24.0715,15.4933 -24.0715,15.4945 -24.1257,16.0509 -25.6631,15.6372 -28.0032))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047461-250525065834625/datasets/export for details.
DOI: 10.15468/dl.tk42p6
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "OccurrenceStatus is Present",
 "TaxonKey is Calosoma sycophanta (Linnaeus, 1758)"
 ]
}

 The dataset includes 138 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047463-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k76ebd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odontelytrum abyssinicum Hack.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.4784 -23.4046,15.4933 -24.0715,20.509 -24.0715,20.509 -24.0455,20.0952 -23.5072,19.9968 -23.017,19.7843 -22.5405,19.1988 -21.8785,18.5972 -21.5447,17.8859 -21.3993,17.1626 -21.4805,16.5332 -21.7596,16.1257 -22.0882,15.8234 -22.4662,15.606 -22.8993,15.4784 -23.4046))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047462-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.28968977.v46
title: Syllogistic reasoning pdf v1-2-3-4 NEW

description: Logic and being
DOI: 10.15468/dl.u8v5pu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odontelytrum abyssinicum Hack.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047464-250525065834625/datasets/export for details.
DOI: 10.15468/dl.mththm
title: Occurrence Download

description: A dataset containing 3237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-4.47 56.8,-2.81 56.8,-2.81 57.4,-4.47 57.4,-4.47 56.8))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (February, March, April, May, June, July, August, September, October, November, December, January)",
 "TaxonKey is Martes martes (Linnaeus, 1758)",
 "Year 2000-2024"
 ]
}

 The dataset includes 3237 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047466-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r2amw3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odontelytrum abyssinicum Hack.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047467-250525065834625/datasets/export for details.
DOI: 10.15468/dl.e2xae3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odontelytrum abyssinicum Hack.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047468-250525065834625/datasets/export for details.
DOI: 10.15468/dl.h3ka6v
title: Occurrence Download

description: A dataset containing 1969 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (FRA.10.5_1, FRA.10.1_1, FRA.10.2_1, FRA.10.12_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zamenis longissimus (Laurenti, 1768)"
 ]
}

 The dataset includes 1969 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047470-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tanajm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odontelytrum abyssinicum Hack.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047469-250525065834625/datasets/export for details.
DOI: 10.15468/dl.dyk6ba
title: Occurrence Download

description: A dataset containing 2890 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-4.47 56.8,-2.81 56.8,-2.81 57.4,-4.47 57.4,-4.47 56.8))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (February, March, April, May, June, July, August, September, October, November, December)",
 "TaxonKey is Martes martes (Linnaeus, 1758)",
 "Year 2000-2024"
 ]
}

 The dataset includes 2890 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047471-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7c28b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odontelytrum abyssinicum Hack.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047472-250525065834625/datasets/export for details.
DOI: 10.15468/dl.yphjny
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odontelytrum abyssinicum Hack.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047473-250525065834625/datasets/export for details.
DOI: 10.15468/dl.suj2y4
title: Occurrence Download

description: A dataset containing 7170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (FRA.10.5_1, FRA.10.1_1, FRA.10.2_1, FRA.10.12_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hierophis viridiflavus (Lacépède, 1789)"
 ]
}

 The dataset includes 7170 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047474-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5yhvk3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odontelytrum abyssinicum Hack.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047476-250525065834625/datasets/export for details.
DOI: 10.15468/dl.2re3d3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dipidax triquetra (L.f.) Baker",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047477-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15667805
title: Codebook Motif Explorer Supplementary Dataset

description: This is the supplementary dataset of the GRECO-BIT/Codebook Motif Explorer (MEX),which is a detailed online catalog of DNA motifs built using a huge collection of experimental data produced by the Codebook Consortium to annotate the binding specificities of human transcription factors, see Vorontsov et al. (bioRxiv).

Motif discovery for MEX was performed with multiple software tools, and the resulting motifs were rigorously benchmarked against held-out test data. Here you can find detailed benchmarking results, complete motif sets, and the benchmarking-ready preprocessed experimental data. 

Further details are provided in README.

Note: There are two extra accompanying Zenodo datasets, namely,doi:10.5281/zenodo.8327477 (MEX HT-SELEX data) and doi:10.5281/zenodo.8327970 (MEX GHT-SELEX data).

 

Update 2025: replaced files for TFs whose datasets were partially mislabeled in the original upload.

Affected TFs: CHCHD3, CPXCR1, MYRFL, PRDM5, TIGD4, TIGD5, TTF1, ZBED5, ZBTB5, ZNF578.

Note: PBM and SMS datasets were not affected and the respective files remain the same as in the previous upload.

This repository now also provides the set of reference artifact motifs used to filter the MEX results in a variety of commonly accepted formats (TRANSFAC, MEME, JASPAR, plain text).

In the last version, we have resolved remaning minor issues with motif metadata and metrics, and included top1-top20 motifs and logos, according to the MEX rankings.
DOI: 10.5281/zenodo.8327372
title: Codebook Motif Explorer Supplementary Dataset

description: This is the supplementary dataset of the GRECO-BIT/Codebook Motif Explorer (MEX),which is a detailed online catalog of DNA motifs built using a huge collection of experimental data produced by the Codebook Consortium to annotate the binding specificities of human transcription factors, see Vorontsov et al. (bioRxiv).

Motif discovery for MEX was performed with multiple software tools, and the resulting motifs were rigorously benchmarked against held-out test data. Here you can find detailed benchmarking results, complete motif sets, and the benchmarking-ready preprocessed experimental data. 

Further details are provided in README.

Note: There are two extra accompanying Zenodo datasets, namely,doi:10.5281/zenodo.8327477 (MEX HT-SELEX data) and doi:10.5281/zenodo.8327970 (MEX GHT-SELEX data).

 

Update 2025: replaced files for TFs whose datasets were partially mislabeled in the original upload.

Affected TFs: CHCHD3, CPXCR1, MYRFL, PRDM5, TIGD4, TIGD5, TTF1, ZBED5, ZBTB5, ZNF578.

Note: PBM and SMS datasets were not affected and the respective files remain the same as in the previous upload.

This repository now also provides the set of reference artifact motifs used to filter the MEX results in a variety of commonly accepted formats (TRANSFAC, MEME, JASPAR, plain text).

In the last version, we have resolved remaning minor issues with motif metadata and metrics, and included top1-top20 motifs and logos, according to the MEX rankings.
DOI: 10.15468/dl.w4wnxz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dipidax triquetra (L.f.) Baker",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047478-250525065834625/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12172994
title: Peer-to-Peer Boliviano (BOB) Exchange Data