cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7396225
title: DiscoWUG: Discovered Diachronic Word Usage Graphs for German

description: This data collection contains discovered diachronic Word Usage Graphs (WUGs) for German. Find a description of the data format, code to process the data and further datasets on the WUGsite.


Note:



	
The date given for each word use does not correspond to the exact date of the document from which the use was sampled but only to the midpoint of the respective time period (1800-1899, 1946-1990), as the exact date was not available in the SemEval corpora.



Please find more information on the provided data in the paper referenced below.


Version: 1.1.1, 30.11.2022. Assigns noise uses the cluster label '-1' instead of removing them.


Reference


Sinan Kurtyigit, Maike Park, Dominik Schlechtweg, Jonas Kuhn, Sabine Schulte im Walde. 2021. Lexical Semantic Change Discovery. Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing.
description: Assigns noise uses the cluster label '-1' instead of removing them.

Republication and redistribution is prohibited.
DOI: 10.15468/dl.srzjh8
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia sativa",
 "Country is Bulgaria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 110 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005634-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6dqa9
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Benthodesmus benjamini"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005635-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ykn2k
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia sativa",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 224 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005633-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15610879
title: Landscape Patterns of Shrubification in the Siberian Low Arctic

description: This dataset supports the following paper: A. Derkacheva, G. V. Frost, H. E. Epstein, K. Ermokhina, “Landscape Patterns of Shrubification in the Siberian Low Arctic: A Machine Learning Perspective” in Journal of Ecology.  http://doi.org/10.1111/1365-2745.70129

This geospatial dataset contains the data on: (i) alder shrub presence and stage according to the manual labeling and CNN processing of very-high-resolution satellite imagery, (ii) topoclimate environmental variables derived from the digital elevation model ArcticDEM, and (iii) estimates of shrub neighborhoods based on CNN-recognized shrub stages. Data covers three study areas located in the Low Siberian Arctic: near the cities of Kharp and Obskaya in the North Ural, and near Dudinka city in the Taymyr Peninsula. Satelite imagery covers about 10-year time spane for each site (circa 2010 and 2020). The data are stored as tile grids in ESRI shapefile format with the attributes. A list and the description of the attributes are provided in the attached doc.
DOI: 10.5281/zenodo.15610880
title: Landscape Patterns of Shrubification in the Siberian Low Arctic

description: This dataset supports the following paper: A. Derkacheva, G. V. Frost, H. E. Epstein, K. Ermokhina, “Landscape Patterns of Shrubification in the Siberian Low Arctic: A Machine Learning Perspective” in Journal of Ecology.  http://doi.org/10.1111/1365-2745.70129

This geospatial dataset contains the data on: (i) alder shrub presence and stage according to the manual labeling and CNN processing of very-high-resolution satellite imagery, (ii) topoclimate environmental variables derived from the digital elevation model ArcticDEM, and (iii) estimates of shrub neighborhoods based on CNN-recognized shrub stages. Data covers three study areas located in the Low Siberian Arctic: near the cities of Kharp and Obskaya in the North Ural, and near Dudinka city in the Taymyr Peninsula. Satelite imagery covers about 10-year time spane for each site (circa 2010 and 2020). The data are stored as tile grids in ESRI shapefile format with the attributes. A list and the description of the attributes are provided in the attached doc.
DOI: 10.15468/dl.3jkbe3
title: Occurrence Download

description: A dataset containing 731043 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is FishBase Database"
 ]
}

 The dataset includes 731043 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005608-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftnkxy
title: Occurrence Download

description: A dataset containing 50153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Huperzia selago"
 ]
}

 The dataset includes 50153 records from 520 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005542-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ds84q3
title: Occurrence Download

description: A dataset containing 827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Swartzia cubensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 827 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005637-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2utqx3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia nilotica",
 "Country is Antigua and Barbuda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005636-250802193616735/datasets/export for details.
DOI: 10.15468/dl.c69psw
title: Occurrence Download

description: A dataset containing 623 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Heleia dohertyi)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 623 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005638-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hweewh
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hemirhamphodon byssus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005639-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvg5rr
title: Occurrence Download

description: A dataset containing 1409 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia sativa",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1409 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005640-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5dw6f
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Heleia javanica)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005641-250802193616735/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.29817077
title: Comparative analysis of prokaryotic genera in microbialites worldwide

description: To compare the genera of prokaryotes found in Pozo Bravo microbialites with those in modern microbialites from other locations around the world - Alchichica Lake, Puebla, Mexico (SRP061655, SRP072547); Great Salt Lake, Utah, United States (SRP067068); Highborne Cay, Bahamas (SRP004035); Pavilion Lake, British Columbia, Canada (SRP035880, ERP020021); Hamelin Pool, Shark Bay, Australia (SRP055055); Clifton Lake, Yalgorup National Park, Australia (SRP072185); and Socompa Lake, Salta, Argentina (SRP007748, SRP072938, ERP021393) - an UpSet plot was generated using the R package <i>UpSetR</i>. The prokaryotic composition of these modern microbialites was also determined with the MGnify metagenomic analysis pipeline v.5.0 using raw sequence data downloaded from the SRA (Sequence Read Archive) projects specified above.
DOI: 10.6084/m9.figshare.29817077.v1
title: Comparative analysis of prokaryotic genera in microbialites worldwide

description: To compare the genera of prokaryotes found in Pozo Bravo microbialites with those in modern microbialites from other locations around the world - Alchichica Lake, Puebla, Mexico (SRP061655, SRP072547); Great Salt Lake, Utah, United States (SRP067068); Highborne Cay, Bahamas (SRP004035); Pavilion Lake, British Columbia, Canada (SRP035880, ERP020021); Hamelin Pool, Shark Bay, Australia (SRP055055); Clifton Lake, Yalgorup National Park, Australia (SRP072185); and Socompa Lake, Salta, Argentina (SRP007748, SRP072938, ERP021393) - an UpSet plot was generated using the R package <i>UpSetR</i>. The prokaryotic composition of these modern microbialites was also determined with the MGnify metagenomic analysis pipeline v.5.0 using raw sequence data downloaded from the SRA (Sequence Read Archive) projects specified above.
DOI: 10.15468/dl.bmyfqc
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia sativa",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 70 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005643-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eb2ncu
title: Occurrence Download

description: A dataset containing 418 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Disphyma crassifolium",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 418 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005644-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfgkzt
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidopus tenuis"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005642-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hba6r
title: Occurrence Download

description: A dataset containing 1072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia sativa",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1072 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005645-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hmf5vm
title: Occurrence Download

description: A dataset containing 377 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Heleia muelleri)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 377 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005647-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xtr3dr
title: Occurrence Download

description: A dataset containing 296 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Swartzia ochnacea)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 296 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005646-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cr72uw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Balanus improvisus",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005649-250802193616735/datasets/export for details.
DOI: 10.15468/dl.37wnwm
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005648-250802193616735/datasets/export for details.
DOI: 10.15468/dl.tx255j
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005650-250802193616735/datasets/export for details.
DOI: 10.15468/dl.g55kju
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koenigia campanulata",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 349 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005654-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thqyu8
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Priapichthys annectens)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 78 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005653-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jge7m6
title: Occurrence Download

description: A dataset containing 703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Heleia squamiceps)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 703 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005652-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/ds/6900133
title: Augmented Brain Tumor MRI Image Dataset
DOI: 10.15468/dl.dvck6s
title: Occurrence Download

description: A dataset containing 805 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Benthosema fibulatum"
 ]
}

 The dataset includes 805 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005655-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qpwbyf
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005656-250802193616735/datasets/export for details.
DOI: 10.15468/dl.zyzgwr
title: Occurrence Download

description: A dataset containing 171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia sativa",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 171 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005657-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hkanux
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Heleia pinaiae)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 129 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005659-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9fgbw
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tephrosia palmeri)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 304 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005658-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ns8pc
title: Occurrence Download

description: A dataset containing 11084251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ardea alba",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 11084251 records from 2970 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005620-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/6qw-wnb-h2l
title: Annonaceae Juss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/n5e-5gy-mbv
title: Goniothalamus (Blume) Hook. f. & Thomson

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/phh-3z3-4qg
title: Annonaceae Juss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/baz-14h-9l9
title: Annonaceae Juss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/mjb-b7e-b47
title: Lonicera caprifolium L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/g2j-5e1-8jh
title: Polypodium cambricum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/hgs-j3l-9c0
title: Juncus capitatus Weigel

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/val-pax-mb6
title: Chamaecytisus hirsutus (L.) Link

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/7ja-abg-7ff
title: Annonaceae Juss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/t5w-nej-ls5
title: Annonaceae Juss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/3r2-np3-z2h
title: Rhamnus alaternus L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/97v-492-zv9
title: Scrophularia peregrina L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ytl-yyn-dh8
title: Silene gallica L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/48v-ls0-sgr
title: Kickxia cirrhosa (L.) Fritsch

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/al9-7rp-1jp
title: Annonaceae Juss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/t0q-ma3-gyh
title: Myrtus communis L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/aza-tlp-rcz
title: Annonaceae Juss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/zp2-jyb-nfq
title: Trifolium resupinatum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/0dv-bk0-4zc
title: Annonaceae Juss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/c1v-1v4-731
title: Veronica prostrata L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/khw-qdq-5mw
title: Bromus sterilis L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/08f-vx9-raq
title: Annonaceae Juss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/9tf-qyd-z11
title: Lathyrus sphaericus Retz.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/k38-gmy-636
title: Annona L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.