cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6349537
title: Academic Family Tree Data Export

description: The Academic Family Tree is a live, crowdsourced project, that documents academic mentoring relationships across many fields. Data are updated continually. This snapshot was taken on 2022-03-12. We welcome inqueries about this dataset and are interested in learning about any new results you uncover. Contact: davids@ohsu.edu. This dataset contains key tables from the Academic Family Tree, including information on names/institutions of academic mentoring relationships and semi-automated links of authors to publications and US grants (NSF, NIH only). A subset of publication and grant links have been validated by human users. To save space, only unique identifiers are included for publications (PMID, DOI) and grants (federal project number), without other metadata (author, title, journal, principle investigator, etc). These identifiers should be adequate to link to other databases. Also note, author-publication links are broken into several separate files. These files should be concatenated into a single table to generate a complete dataset. Some additional information is available here: https://academictree.org/export.php. These data are associated with Liénard, J.F., Achakulvisut, T., Acuna, D.E. <em>et al.</em> Intellectual synthesis in mentorship determines success in academic careers. <em>Nature Communications</em> <strong>9, </strong>4840 (2018) (https://doi.org/10.1038/s41467-018-07034-y). Please cite this publication in work that uses this dataset. Funded by NSF Award 1933675.
DOI: 10.5281/zenodo.7796574
title: Auditory cortex single unit population activity during natural sound presentation -- dataset

description: <strong>Overview</strong> High-density multi-channel neurophysiology data were collected from primary (A1) and secondary (PEG) fields of auditory cortex of passively listening ferrets during presentation of a large natural sound library. Single unit spikes were sorted using Kilosort. This dataset includes spike times for 849 A1 units and 398 PEG units. Stimulus waveforms were transformed to log-spaced spectrograms for analysis (18 channels, 10 ms time bins). Data set includes raw sound waveforms as well. The authors request that any publication using this data cite the following work: https://www.biorxiv.org/content/10.1101/2022.06.10.495698v2 <strong>Data format/description</strong> Neural data are stored in two files. All recordings were performed during presentation of the same natural sound library. <strong>recordings/A1_NAT4_ozgf.fs100.ch18.tgz</strong> - data from 849 A1 single units and log spectrogram of stimuli aligned with spike times. <strong>recordings/PEG_NAT4_ozgf.fs100.ch18.tgz</strong> - data from 398 PEG single units and log spectrogram of stimuli aligned with spike times. <strong>wav.zip</strong> - raw wav files. Note: Only first 1-sec of each wav file was presented during experiments. Recordings have longer duration <strong>Example scripts</strong> Python scripts included with this dataset demonstrate how to load the neural data and perform a CNN model fit. Running the scripts requires the NEMS0 python library, which is available open source at https://github.com/lbhb/NEMS0. <em>Quick install</em> Create and activate a new conda environment: conda create -n NEMS0 python=3.7<br> conda activate NEMS0 Download NEMS0: git clone https://github.com/lbhb/NEMS0 Install NEMS0: pip install -e NEMS0 Detailed instructions for installing NEMS0 are available in the Github repository (https://github.com/lbhb/NEMS0). <em>Demo scripts</em> Once NEMS0 is installed and the data are downloaded, move to the directory where the data and demo scripts are stored and run them in a NEMS0 environment. <strong>pop_cnn_load.py </strong>- Load the A1 data and compare predictions for two neurons (Fig 3) by two population models (stage 1 fit complete). Illustrates how to load the data using Python. <strong>pop_cnn_fit.py</strong> - Load a pre-fit A1 population model (stage 1) and complete stage 2 fit (refinement) for a single neuron. Illustrates use of NEMS0 for CNN model fitting. <strong>Funding</strong> Data collection, software development and processing were supported by funding from the NIH (R01DC014950, R01EB028155).
DOI: 10.5281/zenodo.7921789
title: Academic Family Tree Data Export

description: The Academic Family Tree is a live, crowdsourced project, that documents academic mentoring relationships across many fields. Data are updated continually. This snapshot was taken on 2023-05-10. We welcome inquiries about this dataset and are interested in learning about any new results you uncover. Contact: davids@ohsu.edu. This dataset contains key tables from the Academic Family Tree, including information on names/institutions of academic mentoring relationships and semi-automated links of authors to publications and US grants (NSF, NIH only). A subset of publication and grant links have been validated by human users. To save space, only unique identifiers are included for publications (PMID, DOI) and grants (federal project number), without other metadata (author, title, journal, principle investigator, etc). These identifiers should be adequate to link to other databases. Also note, author-publication links are broken into several separate files. These files should be concatenated into a single table to generate a complete dataset. Some additional information is available here: https://academictree.org/export.php. These data are associated with Liénard, J.F., Achakulvisut, T., Acuna, D.E. <em>et al.</em> Intellectual synthesis in mentorship determines success in academic careers. <em>Nature Communications</em> <strong>9, </strong>4840 (2018) (https://doi.org/10.1038/s41467-018-07034-y). Please cite this publication in work that uses this dataset. Funded by NSF Award 1933675.
DOI: 10.5281/zenodo.13953546
title: Academic Family Tree Data Export

description: The Academic Family Tree is a live, crowdsourced project, that documents academic mentoring relationships across many fields. Data are updated continually. This snapshot was taken on 2024-10-18.

We welcome inquiries about this dataset and are interested in learning about any new results you uncover. Contact: davids@ohsu.edu.

This dataset contains key tables from the Academic Family Tree, including information on names/institutions of academic mentoring relationships and semi-automated links of authors to publications and US grants (NSF, NIH only). A subset of publication and grant links have been validated by human users. To save space, only unique identifiers are included for publications (PMID, DOI) and grants (federal project number), without other metadata (author, title, journal, principle investigator, etc). These identifiers should be adequate to link to other databases. Also note, author-publication links are broken into several separate files. These files should be concatenated into a single table to generate a complete dataset. Some additional information is available here: https://academictree.org/export.php.

These data are associated with Liénard, J.F., Achakulvisut, T., Acuna, D.E. et al. Intellectual synthesis in mentorship determines success in academic careers. Nature Communications 9, 4840 (2018) (https://doi.org/10.1038/s41467-018-07034-y). Please cite this publication in work that uses this dataset.

Funded by NSF Award 1933675.
DOI: 10.5281/zenodo.4247419
title: Academic Family Tree Data Export

description: Dataset contains core table from the Academic Family Tree, including information on names/institutions of academic mentor relationships and semi-automated links of authors to publications. Currently only publication identifiers are included (PMID, DOI), without author/title/journal metadata. This is a live, crowdsourced project, and data are updated continually. This snapshot was taken on 2020-10-09. These data are associate with Liénard, J.F., Achakulvisut, T., Acuna, D.E. <em>et al.</em> Intellectual synthesis in mentorship determines success in academic careers. <em>Nat Commun</em> <strong>9, </strong>4840 (2018). https://doi.org/10.1038/s41467-018-07034-y Please cite this publication in any work using this dataset. Funded by NSF Award 1933675.
DOI: 10.5281/zenodo.4441298
title: Academic Family Tree Data Export

description: Dataset contains key tables from the Academic Family Tree, including information on names/institutions of academic mentoring relationships and semi-automated links of authors to publications and US grants (NSF, NIH only). A subset of publication and grant links have been validated by human users. To save space, only unique identifiers are included for publications (PMID, DOI) and grants (federal project number), without other metadata (author, title, journal, principle investigator, etc). These identifiers should be adequate to link to other databases. This is a live, crowdsourced project, and data are updated continually. This snapshot was taken on 2021-01-14. These data are associated with Liénard, J.F., Achakulvisut, T., Acuna, D.E. <em>et al.</em> Intellectual synthesis in mentorship determines success in academic careers. <em>Nature Communications</em> <strong>9, </strong>4840 (2018). (https://doi.org/10.1038/s41467-018-07034-y) Please cite this publication in work that uses this dataset. Funded by NSF Award 1933675.
DOI: 10.15468/dl.4p3h58
title: Occurrence Download

description: A dataset containing 1543 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ficus benjamina L."
 ]
}

 The dataset includes 1543 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022658-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3xg3s
title: Occurrence Download

description: A dataset containing 6941 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Elevation 0-1100m",
 "TaxonKey is one of (Graphis Adans., 1763)"
 ]
 }
 ]
}

 The dataset includes 6941 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022660-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4zf2g
title: Occurrence Download

description: A dataset containing 25444 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Anticlea badiata (Denis & Schiffermüller), 1775",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 25444 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022659-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fj36gw
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "TaxonKey is Pleurotus tuber-regium (Fr.) Singer"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022661-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.busesm
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Canarium ovatum Engl."
 ]
}

 The dataset includes 137 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022663-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4cxxnb
title: Occurrence Download

description: A dataset containing 7276 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Mesoleuca albicillata (Linnaeus, 1758)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 7276 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022662-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9bd5p
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "TaxonKey is Russula congoana Pat."
 ]
}

 The dataset includes 32 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022665-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.349cmu
title: Occurrence Download

description: A dataset containing 10603 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Pelurga comitata (Linnaeus, 1758)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 10603 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022664-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7h4uyp
title: Occurrence Download

description: A dataset containing 916 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Encyclia cordigera (Kunth) Dressler"
 ]
}

 The dataset includes 916 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022666-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jad7ax
title: Occurrence Download

description: A dataset containing 539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Encyclia cordigera (Kunth) Dressler"
 ]
}

 The dataset includes 539 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022667-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzv5wc
title: Occurrence Download

description: A dataset containing 28365 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Lampropteryx suffumata (Denis & Schiffermüller), 1775",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 28365 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022668-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kbxj26
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "TaxonKey is Russula oleifera Buyck"
 ]
}

 The dataset includes 40 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022671-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mvk8p
title: Occurrence Download

description: A dataset containing 2171 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Nebula salicata (Hübner)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 2171 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022670-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6yu8x
title: Occurrence Download

description: A dataset containing 34431 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Eulithis prunata (Linnaeus, 1758)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 34431 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022672-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u69w8k
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "TaxonKey is Schizophyllum commune Fr."
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022673-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hew9wz
title: Occurrence Download

description: A dataset containing 1406 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Chloroclysta citrata (Linnaeus, 1761)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 1406 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022674-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8yqbnq
title: Occurrence Download

description: A dataset containing 3137144 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tropicos Specimens Non-MO"
 ]
}

 The dataset includes 3137144 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022669-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arhzmg
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "TaxonKey is Termitomyces aurantiacus (R.Heim) R.Heim"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022676-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8s7vch
title: Occurrence Download

description: A dataset containing 2612 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Chloroclysta truncata (Hufnagel, 1767)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 2612 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022675-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dckfk2
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "TaxonKey is Termitomyces clypeatus R.Heim"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022678-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13825590
title: Data of the research "pattern language and the datatype"

description: Data of the research "pattern language and the datatype" 

contains the relationship of all patterns in "a pattern language"

the results of clustering relationship between patterns by Louvain method

the classification results of 3 datatypes
DOI: 10.5281/zenodo.13825589
title: Data of the research "pattern language and the datatype"

description: Data of the research "pattern language and the datatype" 

contains the relationship of all patterns in "a pattern language"

the results of clustering relationship between patterns by Louvain method

the classification results of 3 datatypes
DOI: 10.5281/zenodo.13953688
title: Data of the research "pattern language and the datatype"

description: Data of the research "pattern language and the datatype" 

contains the relationship of all patterns in "a pattern language"

the results of clustering relationship between patterns by Louvain method

the classification results of 3 datatypes