cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13839441
title: EGP Mitochondrial Genome Analysis on 1000 Genomes Project 698 Related Whole-Genome Sequencing Data

description: Summary: This dataset consists of running EGP version 1.3 on whole-genome sequencing data from the 1000 Genomes Project 698 Related Dataset. The link to EGP is here https://github.com/tycheleturner/ElGenomaPequeno.

Author: Tychele N. Turner, Ph.D.

Short Writeup: EGP version 1.3 on 1000 Genomes Project 698 Related Dataset: Short-read WGS CRAM files were downloaded through the paths present in this file https://ftp-trace.ncbi.nlm.nih.gov/1000genomes/ftp/1000G_2504_high_coverage/additional_698_related/1000G_698_related_high_coverage.sequence.index. The results are shown below:






Public Dataset
EGP Result File Type
MD5


1000 Genomes Project 698 Related
Mitochondrial Genome Fasta Files for MEGA
322038d61b4da2e937b32410613c3532


1000 Genomes Project 698 Related
Mitochondrial Genome MitoMaster Result File
36c782c12245100478903f7fa191a402


1000 Genomes Project 698 Related
Mitochondrial Genome Variant Tables
68b2a51361ffae4e7ad9d420b8becd38


1000 Genomes Project 698 Related
Mitochondrial Genome Copy Number
1e83c8ae132b0a7ef33b090757b29063




Please note: I have found that with Zenodo you must use "Download All" for the copy number table to properly open.
DOI: 10.5281/zenodo.13839442
title: EGP Mitochondrial Genome Analysis on 1000 Genomes Project 698 Related Whole-Genome Sequencing Data

description: Summary: This dataset consists of running EGP version 1.3 on whole-genome sequencing data from the 1000 Genomes Project 698 Related Dataset. The link to EGP is here https://github.com/tycheleturner/ElGenomaPequeno.

Author: Tychele N. Turner, Ph.D.

Short Writeup: EGP version 1.3 on 1000 Genomes Project 698 Related Dataset: Short-read WGS CRAM files were downloaded through the paths present in this file https://ftp-trace.ncbi.nlm.nih.gov/1000genomes/ftp/1000G_2504_high_coverage/additional_698_related/1000G_698_related_high_coverage.sequence.index. The results are shown below:






Public Dataset
EGP Result File Type
MD5


1000 Genomes Project 698 Related
Mitochondrial Genome Fasta Files for MEGA
322038d61b4da2e937b32410613c3532


1000 Genomes Project 698 Related
Mitochondrial Genome MitoMaster Result File
36c782c12245100478903f7fa191a402


1000 Genomes Project 698 Related
Mitochondrial Genome Variant Tables
68b2a51361ffae4e7ad9d420b8becd38


1000 Genomes Project 698 Related
Mitochondrial Genome Copy Number
1e83c8ae132b0a7ef33b090757b29063




Please note: I have found that with Zenodo you must use "Download All" for the copy number table to properly open.
DOI: 10.6084/m9.figshare.27095437.v5
title: Modeling results of AdaSTEM & smoothing using GAM

description: Modeling data for the paper XXX
DOI: 10.6084/m9.figshare.25432108
title: Seven Phishing Email Datasets

description: Cite the paper if you use this dataset:<br>A. I. Champa, M. F. Rabbi, and M. F. Zibran, “Curated datasets and feature analysis for phishing email detection with machine learning,” in <i>3rd IEEE International Conference on Computing and Machine Intelligence (ICMI)</i>, 2024, pp. 1–7.<br><br>Bibtex:<br>@inproceedings{champa2024curated,title={Curated Datasets and Feature Analysis for Phishing Email Detection with Machine Learning}, author={Champa, Arifa I and Rabbi, Md Fazle and Zibran, Minhaz F}, booktitle={3rd IEEE International Conference on Computing and Machine Intelligence (ICMI)}, pages = {1--7}, year={2024} }
DOI: 10.15468/dl.7jfs9v
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pedioecetes phasianellus (Linnaeus, 1758)"
 ]
}

 The dataset includes 23 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030428-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfh6v7
title: Occurrence Download

description: A dataset containing 984 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "GadmGid is USA.37_1",
 "Month is one of (May, April)",
 "OccurrenceStatus is Present",
 "TaxonKey is Meleagris gallopavo Linnaeus, 1758",
 "Year 2022-2024"
 ]
}

 The dataset includes 984 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030429-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhntu8
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND.11_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Mitragyna parvifolia (Roxb.) Korth."
 ]
}

 The dataset's 1 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030424-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25437178
title: 11 Phising Email Datasets

description: Cite the paper if you use this dataset:<br>1. A. I. Champa, M. F. Rabbi, and M. F. Zibran, “Why phishing emails escape detection: A closer look at the failure points,” in 12th Interna- tional Symposium on Digital Forensics and Security (ISDFS), 2024, pp. 1–6.2. A. I. Champa, M. F. Rabbi, and M. F. Zibran, “Curated datasets and feature analysis for phishing email detection with machine learning,” in 3rd IEEE International Conference on Computing and Machine Intelligence (ICMI), 2024, pp. 1–7.<br>Bibtext:1. @inproceedings{champa2024phishing, title={Why Phishing Emails Escape Detection: A Closer Look at the Failure Points}, author={Champa, Arifa I and Rabbi, Fazle and Zibran, Minhaz F}, booktitle={2024 12th International Symposium on Digital Forensics and Security (ISDFS)}, pages={1--6}, year={2024}, organization={IEEE}}<br>2. @inproceedings{champa2024curated, title={Curated Datasets and Feature Analysis for Phishing Email Detection with Machine Learning}, author={Champa, Arifa I and Rabbi, Md Fazle and Zibran, Minhaz F}, booktitle={3rd IEEE International Conference on Computing and Machine Intelligence (ICMI)}, pages = {1--7}, year={2024}}
DOI: 10.15468/dl.d834mp
title: Occurrence Download

description: A dataset containing 45463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Fossil",
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Cricetidae"
 ]
}

 The dataset includes 45463 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030430-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13133810
title: Data - AlphaFold2 Predicts Alternative Conformation Populations in Green Fluorescent Protein Variants

description: MSAs.zip Multiple sequences alignments generated by AlphaFold2 structure prediction of  7 engineered GFPs.

AF2_models_column_masking.zip AlphaFold2 models of the alternative conformations of 7 engineered GFPs.

MD_trajectories_PyMOL.zip Molecular dynamics trajectories (PyMOL sessions) of the alternative conformations of 7 engineered GFPs.

MD_analysis.zip Root mean square deviation and per-residue root mean square fluctuations along molecular dynamics simulations of 7 engineered GFPs.

rmsd_values.zip Root mean square deviation relative to crystallographic GFP structure for AlphaFold2 models and molecular dynamics frames (global and central alpha-helix)
DOI: 10.5281/zenodo.13133811
title: Data - AlphaFold2 Predicts Alternative Conformation Populations in Green Fluorescent Protein Variants

description: MSAs.zip Multiple sequences alignments generated by AlphaFold2 structure prediction of  7 engineered GFPs.

AF2_models_column_masking.zip AlphaFold2 models of the alternative conformations of 7 engineered GFPs.

MD_trajectories_PyMOL.zip Molecular dynamics trajectories (PyMOL sessions) of the alternative conformations of 7 engineered GFPs.

MD_analysis.zip Root mean square deviation and per-residue root mean square fluctuations along molecular dynamics simulations of 7 engineered GFPs.

rmsd_values.zip Root mean square deviation relative to crystallographic GFP structure for AlphaFold2 models and molecular dynamics frames (global and central alpha-helix)
DOI: 10.15468/dl.8hfbw8
title: Occurrence Download

description: A dataset containing 2132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-79.99359 -0.18292,-80.11678 -0.3369,-80.13637 -0.46429,-80.07758 -0.62247,-79.87181 -0.69106,-79.78642 -0.72326,-79.46165 -0.66446,-79.38886 -0.3453,-79.59324 -0.10453,-79.83401 -0.09613,-79.99359 -0.18292))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 2132 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030431-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13838581
title: MOENet dataset

description: This scientific dataset includes x-ray interferometry imaging of plant root systems and a mass spectrometer for analyzing the molecular and micro-structure of plant soil.
DOI: 10.5281/zenodo.13838582
title: MOENet dataset

description: This scientific dataset includes x-ray interferometry imaging of plant root systems and a mass spectrometer for analyzing the molecular and micro-structure of plant soil.
DOI: 10.15468/dl.y436k6
title: Occurrence Download

description: A dataset containing 30198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carpobrotus edulis (L.) N.E.Br."
 ]
}

 The dataset includes 30198 records from 277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030432-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jkdtv5
title: Occurrence Download

description: A dataset containing 3605 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Fossil)",
 "TaxonKey is Tympanuchus phasianellus (Linnaeus, 1758)"
 ]
}

 The dataset includes 3605 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030433-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13790190
title: Elucidating the Hierarchical Nature of Behavior with Masked Autoencoders
title: BehaveMAE & Shot7M2

description: #########

Elucidating the Hierarchical Nature of Behavior with Masked Autoencoders

#########

Authors: Lucas Stoffl, Andy Bonnetto, Stéphane D'Ascoli & Alexander Mathis

Affiliation: Ecole Polytechnique de Lausanne (EPFL)

Date: 25/09/2024

Link to the BiorXiv article : https://doi.org/10.1101/2024.08.06.606796

-----------------

Provided data (hBehaveMAE checkpoints)

We provide a collection of pre-trained models that were reported in our paper, allowing you to reproduce our results for MABe22, hBABEL and Shot7M2 datasets.

Note that you can download Shot7M2 on HuggingFace and generate hBABEL by following the instructions on the github page.



hBehaveMAE_hBABEL.pth : checkpoint for the hBehaveMAE pre-trained on the hBABEL dataset

hBehaveMAE_Shot7M2.pth : checkpoint for the hBehaveMAE pre-trained on the Shot7M2 dataset

hBehaveMAE_MABe22.pth: checkpoint for the hBehaveMAE pre-trained on the MABe22 dataset


References

If you find our code, weights or ideas useful, please cite:




@article {Stoffl2024hBehaveMAE,    author = {Stoffl, Lucas and Bonnetto, Andy and d{\textquoteright}Ascoli, St{\'e}phane and Mathis, Alexander},    title = {Elucidating the Hierarchical Nature of Behavior with Masked Autoencoders},    elocation-id = {2024.08.06.606796},    year = {2024},    doi = {10.1101/2024.08.06.606796},    publisher = {Cold Spring Harbor Laboratory},    URL = {https://www.biorxiv.org/content/early/2024/08/08/2024.08.06.606796},    eprint = {https://www.biorxiv.org/content/early/2024/08/08/2024.08.06.606796.full.pdf},    journal = {bioRxiv}}
DOI: 10.5281/zenodo.13790191
title: Elucidating the Hierarchical Nature of Behavior with Masked Autoencoders
title: BehaveMAE & Shot7M2

description: #########

Elucidating the Hierarchical Nature of Behavior with Masked Autoencoders

#########

Authors: Lucas Stoffl, Andy Bonnetto, Stéphane D'Ascoli & Alexander Mathis

Affiliation: Ecole Polytechnique de Lausanne (EPFL)

Date: 25/09/2024

Link to the BiorXiv article : https://doi.org/10.1101/2024.08.06.606796

-----------------

Provided data (hBehaveMAE checkpoints)

We provide a collection of pre-trained models that were reported in our paper, allowing you to reproduce our results for MABe22, hBABEL and Shot7M2 datasets.

Note that you can download Shot7M2 on HuggingFace and generate hBABEL by following the instructions on the github page.



hBehaveMAE_hBABEL.pth : checkpoint for the hBehaveMAE pre-trained on the hBABEL dataset

hBehaveMAE_Shot7M2.pth : checkpoint for the hBehaveMAE pre-trained on the Shot7M2 dataset

hBehaveMAE_MABe22.pth: checkpoint for the hBehaveMAE pre-trained on the MABe22 dataset


References

If you find our code, weights or ideas useful, please cite:




@article {Stoffl2024hBehaveMAE,    author = {Stoffl, Lucas and Bonnetto, Andy and d{\textquoteright}Ascoli, St{\'e}phane and Mathis, Alexander},    title = {Elucidating the Hierarchical Nature of Behavior with Masked Autoencoders},    elocation-id = {2024.08.06.606796},    year = {2024},    doi = {10.1101/2024.08.06.606796},    publisher = {Cold Spring Harbor Laboratory},    URL = {https://www.biorxiv.org/content/early/2024/08/08/2024.08.06.606796},    eprint = {https://www.biorxiv.org/content/early/2024/08/08/2024.08.06.606796.full.pdf},    journal = {bioRxiv}}
DOI: 10.15468/dl.9qtxgd
title: Occurrence Download

description: A dataset containing 251238928 species occurrences available in GBIF matching the query:
{
 "BasisOfRecord" : [
 "is Specimen"
 ]
}

 The dataset includes 251238928 records from 8543 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030359-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxwdr6
title: Occurrence Download

description: A dataset containing 1874 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tullbergiidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 1874 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019966-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayc2ac
title: Occurrence Download

description: A dataset containing 372 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dyera costulata (Miq.) Hook.fil."
 ]
}

 The dataset includes 372 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0423002-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbucf9
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Viet Nam",
 {
 "or" : [
 "MediaType is Image",
 "MediaType is Audio"
 ]
 },
 "InstitutionCode is k",
 "TaxonKey is Bauhinia Plum. ex L."
 ]
}

 The dataset includes 30 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016035-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjccgv
title: Occurrence Download

description: A dataset containing 636 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ailurus fulgens F.G.Cuvier, 1825"
 ]
}

 The dataset includes 636 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199249-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htr2gv
title: Occurrence Download

description: A dataset containing 2810 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex salina Wahlenb."
 ]
}

 The dataset includes 2810 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124177-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7n3b8n
title: Occurrence Download

description: A dataset containing 60666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epipactis helleborine (L.) Crantz",
 "Continent is one of (Europe)"
 ]
}

 The dataset includes 60666 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222999-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dym3ag
title: Occurrence Download

description: A dataset containing 1903 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carex utriculata Boott"
 ]
}

 The dataset includes 1903 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118314-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2x7ws
title: Occurrence Download

description: A dataset containing 13226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypogastruridae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 13226 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019947-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9s2we
title: Occurrence Download

description: A dataset containing 78435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Columbina inca (R.Lesson, 1847)"
 ]
}

 The dataset includes 78435 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003335-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ur9z3f
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Specimen)",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Numididae"
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013982-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zsk8nz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex saltaensis Gross"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124179-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nomzpo
title: Occurrence Download

description: A dataset listing the 770 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventarios de fauna y flora en los DRMIs Embalse Peñol - Guatapé y Cuenca Alta del Río Guatapé, Las Camelias y el área a declarar Cuenca de San Pedro"
 ]
}

 The dataset's 770 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003334-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rw2xwz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Klebsormidiophyceae",
 "HasCoordinate is true",
 "Country is one of (Estonia)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0223010-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3gaeqy
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex sampsonii Hance"
 ]
}

 The dataset includes 202 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124181-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3tuxyq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pedinophyceae",
 "HasCoordinate is true",
 "Country is one of (Estonia)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0223023-210914110416597/datasets/export for details.
DOI: 10.15468/dl.tb5y0n
title: Occurrence Download

description: A dataset containing 758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is Benthic foraminifera abundance of Hole 84-569, Part 2"
 ]
}

 The dataset includes 758 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007770-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngcfpa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microsporea",
 "HasCoordinate is true",
 "Country is one of (Estonia)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0223018-210914110416597/datasets/export for details.
DOI: 10.15468/dl.bubd8p
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex schaffneri Boeckeler"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124221-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.