cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ada8en
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((5.00247 55.94477,12.59439 55.94477,12.59439 59.97481,5.00247 59.97481,5.00247 55.94477))",
 "TaxonKey is Mola mola (Linnaeus, 1758)"
 ]
}

 The dataset includes 53 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054414-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tuqis
title: Occurrence Download

description: A dataset containing 342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vireo nelsoni Bond, 1936",
 "HasCoordinate is true"
 ]
}

 The dataset includes 342 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001744-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sx8f24
title: Occurrence Download

description: A dataset containing 5286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Serbia",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset includes 5286 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056408-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdhrhc
title: Occurrence Download

description: A dataset containing 3026 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "Continent is South America",
 "Country is Colombia",
 "Elevation 1015.0-2006.0m",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "PublishingOrg is ab13adb9-ce23-444d-87c9-ce41f03ef2b3",
 "PublishingOrg is cccff716-2694-4209-9f9e-2f7a484465a0",
 "PublishingOrg is eac88d99-9f6c-4031-8fc4-8088f0e0dfe7",
 "PublishingOrg is 6c147991-c3bf-453d-a778-3bea9a534804",
 "PublishingOrg is 2a7e3080-28a9-11dd-97cd-b8a03c50a862",
 "PublishingOrg is 85be57ed-f187-49c9-b7ff-eaa622e06217",
 "PublishingOrg is 478a9e81-e716-42dc-a68d-03487953a32e",
 "PublishingOrg is b4640710-8e03-11d8-b956-b8a03c50a862",
 "PublishingOrg is 14fb9c57-68a5-4870-b434-5355df7a9c3c",
 "PublishingOrg is 073e52d4-44bd-41d7-bdfa-88c2735c694b"
 ]
 },
 "TaxonKey is Reptilia",
 "Year 1970-2021"
 ]
}

 The dataset includes 3026 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044749-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvjpfp
title: Occurrence Download

description: A dataset containing 34258 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Animal Sound Archive"
 ]
}

 The dataset includes 34258 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021600-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zuxvnr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pimelea declivis C.J.Burrows",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033233-190918142434337/datasets/export for details.
DOI: 10.15468/dl.bw2wgb
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dasylirion sereke Bogler"
 ]
}

 The dataset includes 28 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001745-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nckva7
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-70.46630859375 -13.359375,-67.82958984375 -13.359375,-67.82958984375 -10.72265625,-70.46630859375 -10.72265625,-70.46630859375 -13.359375))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Leopardus pardalis (Linnaeus, 1758)"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033436-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvz8wn
title: Occurrence Download

description: A dataset containing 49998 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia melanoxylon R.Br."
 ]
}

 The dataset includes 49998 records from 268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0335729-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gaphd5
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Celtis choseniana Nakai"
 ]
}

 The dataset includes 66 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025480-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkvva5
title: Occurrence Download

description: A dataset containing 999 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mustela lutreola (Linnaeus, 1761)"
 ]
}

 The dataset includes 999 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001746-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uy3fdr
title: Occurrence Download

description: A dataset containing 5485686 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Ecuador"
 ]
}

 The dataset includes 5485686 records from 1345 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033448-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kv5697
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coleophora fuscicornis Zeller, 1847)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024793-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bd7zfy
title: Occurrence Download

description: A dataset containing 1639 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lachesilla pedicularia (Linnaeus, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1639 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024792-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w6pzjp
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coleophora spiraeella Rebel, 1916)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 237 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024798-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3cfzrw
title: Occurrence Download

description: A dataset containing 572 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Elipsocus hyalinus (Stephens, 1836))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 572 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024797-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4qxhw9
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Lobatus peruvianus (Swainson, 1823)"
 ]
}

 The dataset includes 24 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024799-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmfdrw
title: Occurrence Download

description: A dataset containing 44465 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carcharhinus limbatus (Müller & Henle, 1839)"
 ]
}

 The dataset includes 44465 records from 188 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024796-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13012/b2idb-6733018_v1
title: Data: Variation in pesticide toxicity in the western honey bee (Apis mellifera) associated with consuming phytochemically different monofloral honeys

description: Data: Variation in pesticide toxicity in the western honey bee (Apis mellifera) associated with consuming phytochemically different monofloral honeys

Includes:
Identification and quantification of phenolic components of honeys:
Raw_data_JOCE.xlsx – sheet: “HoneyPhytochemicals”

Effects of honey phytochemicals on acute pesticide toxicity:
Raw_data_JOCE.xlsx – sheet: “raw_LD50
Raw_data_JOCE.xlsx – sheet: “raw_LD50_hive_based”
DOI: 10.15468/dl.b8sdpq
title: Occurrence Download

description: A dataset containing 1711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coleophora versurella Zeller)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1711 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024800-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrz4cd
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cuneopalpus cyanops (Rostock, 1876))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 349 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024801-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9dy42
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Propsocus pulchripennis (Perkins, 1899))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 243 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024803-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhz9wp
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coleophora texanella Chambers, 1878)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 105 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024804-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2ur74
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "Geometry POLYGON((-111.87048 -24.14214,-41.12952 -24.14214,-41.12952 4.14214,-111.87048 4.14214,-111.87048 -24.14214))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Puya raimondii Harms",
 "Year 1999-1999"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024805-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pxnrnb
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trogium pulsatorium (Linnaeus, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 127 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024806-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ennfzs
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coleophora texanella Chambers, 1878)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 105 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024807-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phsu8g
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Tagelus J.E.Gray, 1847"
 ]
}

 The dataset includes 85 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024808-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uej7wq
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenostomum tomentosum (Sw.) DC."
 ]
}

 The dataset includes 9 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024809-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d35z2u
title: Occurrence Download

description: A dataset containing 4694 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "GadmGid is BEL.2.1_1",
 "TaxonKey is Perdix perdix (Linnaeus, 1758)"
 ]
}

 The dataset includes 4694 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024810-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v2gqsw
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cerobasis annulata (Hagen, 1865))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 135 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024811-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u57stq
title: Occurrence Download

description: A dataset containing 4654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coleophora alcyonipennella (Kollar, 1832))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4654 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024812-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10704376
title: Linked collectors and determiners for: Marine Biological Sample Database, JAMSTEC.

description: Natural history specimen data linked to collectors and determiners held within, "Marine Biological Sample Database, JAMSTEC". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/3c1a56f8-b63a-492f-bb77-babb497204fb using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/3c1a56f8-b63a-492f-bb77-babb497204fb. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10583949
title: Linked collectors and determiners for: Marine Biological Sample Database, JAMSTEC.

description: Natural history specimen data linked to collectors and determiners held within, "Marine Biological Sample Database, JAMSTEC". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/3c1a56f8-b63a-492f-bb77-babb497204fb using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/3c1a56f8-b63a-492f-bb77-babb497204fb. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10583950
title: Linked collectors and determiners for: Marine Biological Sample Database, JAMSTEC.

description: Natural history specimen data linked to collectors and determiners held within, "Marine Biological Sample Database, JAMSTEC". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/3c1a56f8-b63a-492f-bb77-babb497204fb using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/3c1a56f8-b63a-492f-bb77-babb497204fb. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10872276
title: Linked collectors and determiners for: Marine Biological Sample Database, JAMSTEC.

description: Natural history specimen data linked to collectors and determiners held within, "Marine Biological Sample Database, JAMSTEC". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/3c1a56f8-b63a-492f-bb77-babb497204fb using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/3c1a56f8-b63a-492f-bb77-babb497204fb. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.11049145
title: Linked collectors and determiners for: Marine Biological Sample Database, JAMSTEC.

description: Natural history specimen data linked to collectors and determiners held within, "Marine Biological Sample Database, JAMSTEC". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/3c1a56f8-b63a-492f-bb77-babb497204fb using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/3c1a56f8-b63a-492f-bb77-babb497204fb. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.11223361
title: Linked collectors and determiners for: Marine Biological Sample Database, JAMSTEC.

description: Natural history specimen data linked to collectors and determiners held within, "Marine Biological Sample Database, JAMSTEC". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/3c1a56f8-b63a-492f-bb77-babb497204fb using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/3c1a56f8-b63a-492f-bb77-babb497204fb. Formatted as a Frictionless Data package.
DOI: 10.13012/b2idb-9934303_v1
title: TextTransfer: Datasets for Impact Detection

description: Impact assessment is an evolving area of research that aims at measuring and predicting the potential effects of projects or programs. Measuring the impact of scientific research is a vibrant subdomain, closely intertwined with impact assessment. A recurring obstacle pertains to the absence of an efficient framework which can facilitate the analysis of lengthy reports and text labeling. To address this issue, we propose a framework for automatically assessing the impact of scientific research projects by identifying pertinent sections in project reports that indicate the potential impacts. We leverage a mixed-method approach, combining manual annotations with supervised machine learning, to extract these passages from project reports. This is a repository to save datasets and codes related to this project.

Please read and cite the following paper if you would like to use the data:
Becker M., Han K., Werthmann A., Rezapour R., Lee H., Diesner J., and Witt A. (2024). Detecting Impact Relevant Sections in Scientific Research. The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING).

This folder contains the following files:
evaluation_20220927.ods: Annotated German passages (Artificial Intelligence, Linguistics, and Music) - training data
annotated_data.big_set.corrected.txt: Annotated German passages (Mobility) - training data
incl_translation_all.csv: Annotated English passages (Artificial Intelligence, Linguistics, and Music) - training data
incl_translation_mobility.csv: Annotated German passages (Mobility) - training data
ttparagraph_addmob.txt: German corpus (unannotated passages)
model_result_extraction.csv: Extracted impact-relevant passages from the German corpus based on the model we trained
rf_model.joblib: The random forest model we trained to extract impact-relevant passages

Data processing codes can be found at: https://github.com/khan1792/texttransfer
DOI: 10.34740/kaggle/dsv/8470005
title: Public Opinion Russia Ukraine War (Updated Daily)
DOI: 10.15468/dl.j8vcyw
title: Occurrence Download

description: A dataset containing 350 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lepinotus patruelis Pearman, 1931)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 350 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024813-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8suzf2
title: Occurrence Download

description: A dataset containing 414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coleophora colutella (Fabricius, 1794))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 414 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024814-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.