cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5exgk5
title: Occurrence Download

description: A dataset containing 1112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Antennaria howellii Greene",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 1112 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161469-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23gpcx
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hedysarum pestalozzae Boiss."
 ]
}

 The dataset includes 48 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018012-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.irh5nj
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Macroditassa laurifolia (Decne.) J.Fontella Pereira",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019962-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjzytt
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coreopsis auriculata L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 48 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161547-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdkizf
title: Occurrence Download

description: A dataset containing 1021 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kyrgyzstan",
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Orchidaceae",
 "TaxonKey is Tulipa L.",
 "TaxonKey is Fritillaria Tourn. ex L.",
 "TaxonKey is Gagea Salisb.",
 "TaxonKey is Iris Tourn. ex L.",
 "TaxonKey is Gymnospermium Spach",
 "TaxonKey is Eremurus M.Bieb.",
 "TaxonKey is Allium L.",
 "TaxonKey is Polygonatum Mill.",
 "TaxonKey is Delphinium L.",
 "TaxonKey is Adonis L.",
 "TaxonKey is Anemone L.",
 "TaxonKey is Colchicum L.",
 "TaxonKey is Corydalis DC.",
 "TaxonKey is Cynoglossum L.",
 "TaxonKey is Impatiens L.",
 "TaxonKey is Geranium Tourn. ex L.",
 "TaxonKey is Ixiolirion Fisch. ex Herb.",
 "TaxonKey is Lathyrus, 1742",
 "TaxonKey is Paeonia L.",
 "TaxonKey is Ranunculus L.",
 "TaxonKey is Salvia L."
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1021 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019962-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rnvd8z
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Halacsya sendtneri (Boiss.) Dörfl."
 ]
}

 The dataset includes 79 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018015-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5tdmh
title: Occurrence Download

description: A dataset containing 831 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is one of (a344ee9f-f1b7-4761-be2c-58ee6d741395, 2cd829bb-b713-433d-99cf-64bef11e5b3e, 396d5f30-dea9-11db-8ab4-b8a03c50a862, d2583793-e5c1-41ae-83bd-86300d34e2cb, 3dc9105b-6792-4d2f-8872-c60dded8ae20, 2853c0e7-c758-4c9c-83a2-7c2d18967fb9, bc092ff0-02e4-11dc-991f-b8a03c50a862, b2db85d5-c5fe-4125-9e36-590a5f651829, 5480dea7-2a71-409b-a832-cbc5f1b5a2e6)",
 "TaxonKey is Whitfieldia elongata (Beauverd) De Wild. & T.Durand"
 ]
}

 The dataset includes 831 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082711-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r3n9e2
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Python bivittatus Kuhl, 1820"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174198-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zebej1
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Justicia phyllocalyx (Lindau) Wassh. & C.Ezcurra",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019963-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c97e34
title: Occurrence Download

description: A dataset containing 71416 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Circus macrourus (S.G.Gmelin, 1770)"
 ]
}

 The dataset includes 71416 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174185-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qqfrfz
title: Occurrence Download

description: A dataset containing 35 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 Liophidium torquatum (Boulenger, 1888)"
 ]
}

 The dataset includes 35 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082800-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.auztj9
title: Occurrence Download

description: A dataset containing 938 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Sicyos angulatus L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 938 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019963-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9k58gn
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Albizia tanganyicensis Baker f."
 ]
}

 The dataset includes 242 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024935-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjs6v2
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chonemorpha eriostylis Pit."
 ]
}

 The dataset includes 114 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082725-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fq28j
title: Occurrence Download

description: A dataset containing 908 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Sida abutifolia Mill."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 908 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019964-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fpqe3
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chrysopsis mariana (L.) Elliott",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 202 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161527-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgaqdr
title: Occurrence Download

description: A dataset containing 570 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cautleya gracilis (Sm.) Dandy"
 ]
}

 The dataset includes 570 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082717-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/8451877
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.15468/dl.avnqtd
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, United Kingdom of Great Britain and Northern Ireland, Portugal, Spain, France, Germany, Belgium, Netherlands, Italy, Greece, Denmark, Norway, Sweden, Finland, Estonia, Latvia, Lithuania, Türkiye, Russian Federation, Belarus, Ukraine, Moldova, Republic of, Switzerland, Austria, Poland, Czechia, Hungary, Slovakia, Romania, Bulgaria, Kazakhstan, Armenia, North Macedonia, Albania, Serbia, Montenegro, Kosovo, Bosnia and Herzegovina, Croatia, Slovenia, Cyprus, Svalbard and Jan Mayen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Taraxacum taraxacum (L.) H.Karst."
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021783-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/a80b2da12d5261c1f1f7c41e5dd703dc
title: Relyea, R. A., and D. Rosenberger. 2018. Predator effects on metamorphosis: The effects of scaring versus thinning at high prey densities. Copeia 2018:457-467.

description: Organisms with complex life cycles face the challenge of when to switch between habitats and foraging strategies over ontogeny in ways that improve their fitness. Metamorphosis is a well-studied life history event in animals and ecologists have spent decades trying to understand how the size at and time to metamorphosis are altered by natural stressors such as competition and predation. The challenges in interpreting the effects of predators on metamorphic decisions include the need to compare predator species that pose different levels of risk, compare the roles of predators inducing fear versus thinning of the density of prey, and examine prey life history traits and behavior over ontogeny. We addressed these challenges in a mesocosm experiment in which we introduced a high initial density of hatchling Northern Leopard Frogs (Rana pipiens) and exposed them to three different species of caged predators (to induce three different levels of fear), three rates of hand-thinning (to mimic the thinning effect of each predator), or three species of lethal predators (to cause induction and thinning). Under these initial high densities, we found that caged predators had no effects on tadpole activity, growth, and development. This outcome was likely due to the high density of tadpoles causing high competition, which can inhibit anti-predator responses. High rates of hand thinning caused decreased tadpole activity, greater mass, and faster development. Interestingly, lethal predators caused phenotypic changes that were largely in line with the hand thinning effects alone. These results suggest that at high initial prey densities, the thinning process of predation appears plays a much more important role in prey metamorphosis than induction from predatory chemical cues.
DOI: 10.6084/m9.figshare.25844089.v2
title: Diff posts' titles, authors, full-text, dates, and tags (from 2008-04-11 to 2023-08-31

description: This csv contains the <i>titles, authors, full-text, dates, and tags of all Diff posts </i><i>from 2008-04-11 to 2023-08-31</i>.<br>Diff (https://diff.wikimedia.org/) is the collaborative, multilingual and multimedia platform for news, updates, and discussions related to the Wikimedia movement.All URLs were retrieved using this Python code: https://gitlab.wikimedia.org/segt/libraries-in-wikimedia/-/blob/main/diff_posts/scrape_diff_data.ipynbFull text and authors were scraped using R and custom functions:<br>https://gitlab.wikimedia.org/segt/r-code-for-various-wiki-tasks/-/blob/main/diff_scrape-authors.Rhttps://gitlab.wikimedia.org/segt/r-code-for-various-wiki-tasks/-/blob/main/diff_scrape_full-text.R<br><br>The DOI of this dataset is: 10.6084/m9.figshare.25844089<br>
DOI: 10.5281/zenodo.11181271
title: Impact of an Automatic Judge in Database Learning (dataset)

description: This is a anonymized dataset for the assesment of the impact of using an online automatic judge for free practice in a databasecourse over four academic years.



raw_data contains one directory for each group (CSE or CSE/M) of the DB course, which in turn contains one directory for each academic year, which finally contains two CSV files with the anonymized gradebook and the online judge submission submission logs for that academic year and group. There is no submission logs for the year 2019/20 where the online judge was not available. User identifiers have been converted to sequential numbers after random shuffling the original dataset to preserve the anonymity of students.

megatable.csv summarizes in a single table the data contained in the separate tables for each group. Most information for the analyses have been obtained from this table, which can be generated with an attached script. Student identifiers consist of the corresponding identifier in the original table prefixed by the academic year.

src contains several scripts that have been used to process the data, compute statistics on them, and generate the graph and tables included in the submitted paper. They have been included to facilitate the reproducibility of the results.
DOI: 10.5281/zenodo.11181272
title: Impact of an Automatic Judge in Database Learning (dataset)

description: This is a anonymized dataset for the assesment of the impact of using an online automatic judge for free practice in a databasecourse over four academic years.



raw_data contains one directory for each group (CSE or CSE/M) of the DB course, which in turn contains one directory for each academic year, which finally contains two CSV files with the anonymized gradebook and the online judge submission submission logs for that academic year and group. There is no submission logs for the year 2019/20 where the online judge was not available. User identifiers have been converted to sequential numbers after random shuffling the original dataset to preserve the anonymity of students.

megatable.csv summarizes in a single table the data contained in the separate tables for each group. Most information for the analyses have been obtained from this table, which can be generated with an attached script. Student identifiers consist of the corresponding identifier in the original table prefixed by the academic year.

src contains several scripts that have been used to process the data, compute statistics on them, and generate the graph and tables included in the submitted paper. They have been included to facilitate the reproducibility of the results.
DOI: 10.15468/dl.9pmbrg
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Royal Botanic Gardens, Kew - Herbarium Specimens",
 "TaxonKey is Stachytarpheta glabra Cham."
 ]
}

 The dataset includes 49 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021785-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.av2pkt
title: Occurrence Download

description: A dataset containing 14083 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lactarius deliciosus (L.) Gray",
 "Year 1970-2024"
 ]
}

 The dataset includes 14083 records from 278 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021787-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxmxhg
title: Occurrence Download

description: A dataset containing 1717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Observation",
 "DatasetKey is Great Backyard Bird Count",
 "Geometry POLYGON((-79.02334 43.38367,-79.21432 41.95654,-78.22764 41.93146,-76.89575 41.61279,-75.54182 41.00611,-74.37892 40.63043,-72.3025 40.63989,-72.3025 41.23728,-74.07283 40.90873,-73.55684 43.22687,-73.28392 45.00755,-75.01719 45.01599,-76.83112 43.80517,-79.02334 43.38367))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dryocopus pileatus (Linnaeus, 1758)"
 ]
}

 The dataset includes 1717 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021788-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3drqn9
title: Occurrence Download

description: A dataset containing 944 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stachytarpheta glabra Cham."
 ]
}

 The dataset includes 944 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021789-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yeqjwb
title: Occurrence Download

description: A dataset listing the 10633 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 10633 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021784-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pvfbdt
title: Occurrence Download

description: A dataset containing 218745 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, United Kingdom of Great Britain and Northern Ireland, Portugal, Spain, France, Germany, Belgium, Netherlands, Italy, Greece, Denmark, Norway, Sweden, Finland, Svalbard and Jan Mayen, Estonia, Latvia, Lithuania, Türkiye, Russian Federation, Belarus, Ukraine, Moldova, Republic of, Switzerland, Austria, Poland, Czechia, Hungary, Slovakia, Romania, Bulgaria, Kazakhstan, Armenia, North Macedonia, Albania, Serbia, Montenegro, Kosovo, Bosnia and Herzegovina, Croatia, Slovenia, Cyprus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Teucrium chamaedrys L."
 ]
}

 The dataset includes 218745 records from 1142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021786-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzkunq
title: Occurrence Download

description: A dataset containing 557 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Oryza sativa L.",
 "Year 1974-2024"
 ]
}

 The dataset includes 557 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021790-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.6379478
title: Patagonian Andes landslides inventory

description: Final dataset hosted at: https://doi.org/10.5281/zenodo.7057656
DOI: 10.5281/zenodo.6379479
title: Patagonian Andes landslides inventory

description: Final dataset hosted at: https://doi.org/10.5281/zenodo.7057656
DOI: 10.5281/zenodo.10845768
title: Phage-host co-evolution has led to distinct generalized transduction strategies
DOI: 10.5281/zenodo.10845769
title: Phage-host co-evolution has led to distinct generalized transduction strategies
DOI: 10.5281/zenodo.11211825
title: MuSe-Perception (MuSe Challenge 2024)

description: Important Information: Due to the large number of requests, unsolicited requests will be rejected immediately. The data will be provided exclusively to the MuSe-Perception Sub-Challenge registered participants. To register for the challenge, please use the following link: https://www.muse-challenge.org/challenge/participate

Description: For the Social Perception Sub-Challenge (MuSe-Perception, participants are tasked to predict 16 different social attributes of individuals, such as ‘assertiveness,‘ ‘dominance,’ ‘likability,‘ and ‘sincerity‘ based on the provided audiovisual data.

General: The 5th Multimodal Sentiment Analysis Challenge and Workshop (MuSe) 2024 addresses research questions that are of interest to affective computing, machine learning, and multimodal signal processing communities and encourages a fusion of their disciplines. The goal of the MuSe workshop and challenge is to gain new insights into the merits of each of the core modalities and to serve as a stimulating environment for the development and evaluation of multimodal affect recognition approaches.