cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21233/4n3a-a818
title: Loch Horsaclett charcoal surface sample dataset

description: Raw data for the Loch Horsaclett charcoal surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/5fb5-p537
title: Sheep Mountain Bog pollen dataset

description: Raw data for the Sheep Mountain Bog pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/a46n-4r44
title: Crooked Cr Watershed #3 water chemistry dataset

description: Raw data for the Crooked Cr Watershed #3 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/8yn5-k919
title: LRRB46 pollen surface sample dataset

description: Raw data for the LRRB46 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/mwrp-eb46
title: Greenwater Lake water chemistry dataset

description: Raw data for the Greenwater Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/m35k-5174
title: LDDsite3112 water chemistry dataset

description: Raw data for the LDDsite3112 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/cnpq-8e33
title: Lago Grande di Monticchio pollen dataset

description: Raw data for the Lago Grande di Monticchio pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/rshz-v856
title: Uemura Oike ostracode surface sample dataset

description: Raw data for the Uemura Oike ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/2z45-9d92
title: Fish Lake water chemistry dataset

description: Raw data for the Fish Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/xec0-9k38
title: Mountain Lake water chemistry dataset

description: Raw data for the Mountain Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/acax-t951
title: LDDsite3298 ostracode surface sample dataset

description: Raw data for the LDDsite3298 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/4crg-f759
title: L9704 pollen surface sample dataset

description: Raw data for the L9704 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/n4ts-d429
title: Tesna pollen dataset

description: Raw data for the Tesna pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/tjxh-m896
title: Sweeney Site vertebrate fauna dataset

description: Raw data for the Sweeney Site vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/vbhr-jt39
title: North 3 testate amoebae surface sample dataset

description: Raw data for the North 3 testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/mtse-f011
title: Bay of Quinte ostracode surface sample dataset

description: Raw data for the Bay of Quinte ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.m2m6h5
title: Occurrence Download

description: A dataset listing the 71 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-101.7492 17.80246,-101.7535 17.80144,-101.7536 17.79918,-101.75029 17.78999,-101.74833 17.78511,-101.73369 17.78023,-101.72119 17.77455,-101.7159 17.77367,-101.71534 17.7743,-101.71631 17.77519,-101.71887 17.77706,-101.72101 17.77853,-101.72508 17.78127,-101.7324 17.78605,-101.74061 17.79001,-101.74683 17.79314,-101.74694 17.79383,-101.74635 17.79402,-101.74536 17.79406,-101.74473 17.79446,-101.74455 17.79535,-101.7446 17.7966,-101.74503 17.79795,-101.74579 17.79927,-101.74683 17.80019,-101.7475 17.80069,-101.74823 17.8021,-101.74881 17.80246,-101.7492 17.80246))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset's 71 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024144-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38ewh2
title: Occurrence Download

description: A dataset listing the 7 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Cebus albifrons (Humboldt, 1812), Cebus capucinus (Linnaeus, 1758), Cebus cesarae Hershkovitz, 1949, Cebus leucocephalus Gray, 1865, Cebus unicolor Spix, 1823, Cebus versicolor Pucheran, 1845, Cebus yuracus Hershkovitz, 1949)",
 "BasisOfRecord is one of (Specimen)",
 "PublishingOrg is one of (2a7e3080-28a9-11dd-97cd-b8a03c50a862)"
 ]
 }
 ]
}

 The dataset's 7 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024207-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cpjn65
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orientus ishidae (Matsumura, 1902)"
 ]
}

 The dataset's 2 records were derived from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024200-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mm9us7
title: Occurrence Download

description: A dataset listing the 136 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "StateProvince is Querétaro",
 "TaxonKey is Mammalia"
 ]
}

 The dataset's 136 records were derived from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024206-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/hyvj-ec23
title: LDDsite6441 ostracode surface sample dataset

description: Raw data for the LDDsite6441 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/yvs4-jr52
title: Süftenenegg pollen dataset

description: Raw data for the Süftenenegg pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.fpgqgg
title: Occurrence Download

description: A dataset containing 834 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hippophae rhamnoides subsp. sinensis Rousi"
 ]
}

 The dataset includes 834 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024278-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/x3h6-yf52
title: Old Crow Basin Locality 84 vertebrate fauna dataset

description: Raw data for the Old Crow Basin Locality 84 vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/dbf3-8989
title: Lake Simcoe ostracode surface sample dataset

description: Raw data for the Lake Simcoe ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/0v3m-7t52
title: Georgian Bay water chemistry dataset

description: Raw data for the Georgian Bay water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.zjh5xg
title: Occurrence Download

description: A dataset containing 77949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Sphagnum L."
 ]
}

 The dataset includes 77949 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024178-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zps25w
title: Occurrence Download

description: A dataset containing 23799506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 23799506 records from 687 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010857-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rn85k5
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is DEU.3_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Evernia prunastri (L.) Ach."
 ]
}

 The dataset includes 96 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013203-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vanvnc
title: Occurrence Download

description: A dataset containing 2266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mimosa pigra L.",
 "Country is Mexico"
 ]
}

 The dataset includes 2266 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007848-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s4hz3y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psephidonus plagiatus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084144-250717081556266/datasets/export for details.
DOI: 10.15468/dl.xf64vg
title: Occurrence Download

description: A dataset containing 394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea quamoclit",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 394 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084146-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpwv5y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea quamoclit",
 "Country is Kiribati",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084147-250717081556266/datasets/export for details.
DOI: 10.15468/dl.7ebd86
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea quamoclit",
 "Country is Samoa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084148-250717081556266/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.28541660
title: Cross-kingdom comparative genomics and phylogenetics of aromatic catabolic enzymes in bacteria and fungi

description: This dataset contains raw protein sequences and analyzed data from our study in comparative genomics and phylogenetics of aromatic catabolic enzymes in bacteria and fungi. In this study, we retrieved protein sequences from hundreds of bacteria and fungal genomes from public databases. To detect aromatic catabolic enzymes in each genome, we identified IPR domains from reference enzymes validated in biochemical studies. Genome-wide IPR scanning was performed for each genome, and then we examined the abundance of each aromatic catabolic enzymes through the presence of proteins with proxy IPR domains. Protein sequences with the proxy domains for aromatic catabolic enzymes were selected for association analyses (nutrition/lineage) and phylogenetic analyses.This dataset is associated with our published article in Nature Ecology and Evolution (Kijpornyongpan et al., 2025 Title "Cross-kingdom comparative genomics reveal the metabolic potential of fungi for lignin turnover in deadwood"). Details of files in this dataset are described as follows:Bacterial_protein_sequences.zip and Fungal_protein_Sequences.zip contain raw protein sequences from 255 bacterial genomes and 317 fungal genomes. These genomes were previously published and data are available in public database. More information of genomes used in this study can be found in Supplementary Information of the research article.Bacterial_IPRscan_5.44-79_annotation.zip and Fungal_IPRscan_5.44-79_annotation.zip contain results from genome-wide IPR domain searching through Interproscan 5.44-79.Bacterial_eggNOG_annotation and Fungal_eggNOG_annotation contain genome-wide gene annotation results through eggNOG 4.5 and eggNOG-mapper 1.0. Gene orthology data are informative for phylogenomic reconstruction and for retrieving specific sequences for each type of aromatic catabolic enzymes.Reference_enzymes.zip contains protein sequences of aromatic catabolic enzymes previously reported from biochemical studies.CrossKingdomGenomics_Phylogenomics.zip contains raw protein sequences, and gene presence/absence data used for species tree phylogenomic reconstruction.CrossKingdomComparativeGenomics_scripts.zip contains customized scripts in R and Perl used for fetching results from Interproscan and eggNOG-mapper, as well as used for data analyses (enzyme distribution and association analyses).SpecificEnzymes_Phylogeny.zip contains selected protein sequences from all studied genomes for each type of enzyme. These sequences were used for phylogenetic analyses, and SignalP analyses.Kijpornyongpan_2025_Supplementary.zip contains Supplementary Information that are associated with the publication.<br>
DOI: 10.15468/dl.wzn8nj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Dendrocygna autumnalis (Linnaeus, 1758)",
 "Year is less than or equal to 2024",
 "Year is greater than or equal to 2000",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012292-250515123054153/datasets/export for details.
DOI: 10.15468/dl.2cgykn
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.4.48_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007397-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahmbbs
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Herbarium specimens of Société des Sciences Naturelles et Mathématiques de Cherbourg (CHE)",
 "Country is Croatia"
 ]
}

 The dataset includes 27 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005702-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15538740
title: Board Leadership Database (U.S. Public Firms) + ML Script for Scaling Human Coded Data

description: Files include: (1) an open sourced database of CEO duality and board chair orientations developed by scaling human coded data using supervised machine learning techniques (in both .dta and .csv formats), as well as (2) the accompanying training and scoring scripts to scale human coded data.


Users may apply the scoring script to score the same variables from company proxy statements, or may adapt the training/scoring scripts and retrain models to scale human coded data of other constructs or measures. 


We note that early steps in the process to develop our database and script required web-scraping of company filings from SEC Edgar and text extraction from collected filings. We relied on other publicly available scripts to develop our own fetcher and extraction scripts. Users seeking to duplicate those parts of the process may benefit from the following resources from Kai Chen and pipy.org: 


For resources from Kai Chen: see https://www.kaichen.work/?p=681 and https://www.kaichen.work/?p=946


For resources from pipy.org, see sec-edgar-downloader and sec-api