cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0197022.10fu
title: SH0197022.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0197023.10fu
title: SH0197023.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.iojsgr
title: Occurrence Download

description: A dataset containing 11078 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Bathyphantes gracilis (Blackwall, 1841)"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11078 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011479-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nf9rxc
title: Occurrence Download

description: A dataset containing 21696 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "CoordinateUncertaintyInMeters 17.0-716500.0",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 21696 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117990-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxqfua
title: Occurrence Download

description: A dataset containing 12922 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudocheirus peregrinus (Boddaert, 1785)"
 ]
}

 The dataset includes 12922 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013753-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dz9r8a
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Bradysia ocellaris (Comstock, 1882)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011480-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsbhju
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Linaria munbyana Boiss. & Reut."
 ]
}

 The dataset includes 81 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011484-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zjzmc
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Drosera glabripes (Harv. ex Planch.) Stein",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 27 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013754-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vwmmw
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Godoya antioquiensis Planch."
 ]
}

 The dataset includes 85 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011480-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bo8bag
title: Occurrence Download

description: A dataset containing 255008 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picoides pubescens (Linnaeus, 1766)",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1999",
 "Year is less than or equal to 2020",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False"
 ]
}

 The dataset includes 255008 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017362-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r74j8g
title: Occurrence Download

description: A dataset containing 17276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-74.34448 7.38426,-74.25659 6.73008,-73.75122 6.29346,-73.33374 6.97005,-73.79517 7.42784,-74.34448 7.38426))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17276 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013754-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.birpar
title: Occurrence Download

description: A dataset containing 2138076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Country is Chile"
 ]
}

 The dataset includes 2138076 records from 691 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011480-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6uw8f
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is JPN.19.29_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Caryophyllaceae",
 "Year 1986-1990"
 ]
}

 The dataset includes 34 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072625-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i3utor
title: Occurrence Download

description: A dataset containing 9842 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Ipomoea hederifolia L.",
 "TaxonKey is Ipomoea horsfalliae Hook.",
 "TaxonKey is Ipomoea imperati (Vahl) Griseb.",
 "TaxonKey is Ipomoea indica (Burm.) Merr.",
 "TaxonKey is Ipomoea lacunosa L.",
 "TaxonKey is Ipomoea lobata (Pilg.)",
 "TaxonKey is Ipomoea meyeri (Spreng.) G.Don"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9842 records from 289 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013755-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9oxfo
title: Occurrence Download

description: A dataset containing 15724 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Year 2000-2018",
 "HasCoordinate is true",
 "TaxonKey is Perameles nasuta É.Geoffroy Saint-Hilaire, 1804",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15724 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011481-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.baq87f
title: Occurrence Download

description: A dataset containing 21414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Trachemys scripta elegans (Wied, 1838)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21414 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017391-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtoiyj
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pterygoplichthys disjunctivus (Weber, 1991)"
 ]
}

 The dataset includes 268 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013755-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oseczt
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenocercus azureus (Müller, 1880)"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011484-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmadeq
title: Occurrence Download

description: A dataset containing 1782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((39.41053 -22.63639,209.39100 -22.63639,209.39100 45.39096,39.41053 45.39096,39.41053 -22.63639))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ingerophrynus Frost, Grant, Faivovich, Bain, Haas, Haddad, de Sá, Channing, Wilkinson, Donnellan et al., 2006"
 ]
}

 The dataset includes 1782 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068937-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rb837d
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ukraine",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 55 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013756-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v91a21
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hopea bancana (Boerl.) Slooten"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011482-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aex325
title: Occurrence Download

description: A dataset containing 3208 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ciconia boyciana Swinhoe, 1873",
 "Year 1835-2022"
 ]
}

 The dataset includes 3208 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115379-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zld2ud
title: Occurrence Download

description: A dataset containing 9972 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Ipomoea muricata (L.) Jacq.",
 "TaxonKey is Ipomoea nil (L.) Roth",
 "TaxonKey is Ipomoea obscura (L.) Ker Gawl.",
 "TaxonKey is Ipomoea ochracea (Lindl.) G.Don",
 "TaxonKey is Merremia pavonii (Hallier fil.) D.F.Austin & Staples",
 "TaxonKey is Ipomoea parasitica (Kunth) G.Don",
 "TaxonKey is Ipomoea pileata Roxb.",
 "TaxonKey is Ipomoea purga (Wender.) Hayne",
 "TaxonKey is Ipomoea quamoclit L.",
 "TaxonKey is Ipomoea sagittata Poir.",
 "TaxonKey is Bostrichus cembrae Heer, 1836",
 "TaxonKey is Ipomoea tricolor Cav.",
 "TaxonKey is Ipomoea trifida (Kunth) G.Don"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9972 records from 277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013756-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17617/3.lr9cas
title: ROAM dataset

description: This repository contains dataset used in ROAM: Robust and Object-aware Motion Generation using Neural Pose Descriptors (3DV 2024).
DOI: 10.15468/dl.y3pvyw
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ameroglossum manoel-felixii L.P.Félix & E.M.Almeida"
 ]
}

 The dataset includes 22 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023520-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fywwfa
title: Occurrence Download

description: A dataset containing 1891 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eleocharis mutata (L.) Roem. & Schult."
 ]
}

 The dataset includes 1891 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023519-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/f42hwwrpgn.1
title: Leaf on Stem Image Dataset Beans (LSID-Beans)

description: The dataset is composed of 6981 images of 612 common bean leaves (Phaseolus vulgaris). Each image contains a leaf accompanied by a fiducial marker. The resolution of the images is 512 x 512 pixels. The dataset provide annotations of the known leaf dimensions (area, perimeter, length, and width), image segmentation, known area uniformly distributed over the leaf region, real area of the marker region, marker pose, capture conditions, and camera calibration. This dataset can be useful for developing deep learning algorithms for leaf dimensioning and related problems. Therefore, there is a potential to contribute to computer vision and plant physiology researchers and specialists.
DOI: 10.17632/f42hwwrpgn.2
title: Leaf on Stem Image Dataset Beans (LSID-Beans)

description: The dataset is composed of 6981 images of 612 common bean leaves (Phaseolus vulgaris). Each image contains a leaf accompanied by a fiducial marker. The resolution of the images is 512 x 512 pixels. The dataset provide annotations of the known leaf dimensions (area, perimeter, length, and width), image segmentation, known area uniformly distributed over the leaf region, real area of the marker region, marker pose, capture conditions, and camera calibration. This dataset can be useful for developing deep learning algorithms for leaf dimensioning and related problems. Therefore, there is a potential to contribute to computer vision and plant physiology researchers and specialists.
DOI: 10.17632/w2rxdd5rhd.2
title: Supplementary Material_Pemphigus Herpetiformis: A Case Series Focusing on Underlying Malignancies and Therapeutic Challenges

description: Supplementary Material 1 and Supplementary Material 2
DOI: 10.17632/w222dby553.1
title: Los Angeles County soil patch metrics

description: Data summarizing unsealed soil surface delineations in the southern half of Los Angeles County, USA. Delineations were made by interpreting high-resolution aerial photographs in a random sample of 1-hectare hexagons. The data set includes the number of soil patches in each hexagon, the proportion of the hexagon that is soil, the size of the largest soil patch, the mean perimeter-area ratio for soil patches, interpolated ATSDR/CDC Social Vulnerability Index value for the hexagon location, and latitude/longitude coordinates.
DOI: 10.17632/w222dby553.2
title: Los Angeles County soil patch metrics

description: Data summarizing unsealed soil surface delineations in the southern half of Los Angeles County, USA. Delineations were made by interpreting high-resolution aerial photographs in a random sample of 1-hectare hexagons. The data set includes the number of soil patches in each hexagon, the proportion of the hexagon that is soil, the size of the largest soil patch, the mean perimeter-area ratio for soil patches, interpolated ATSDR/CDC Social Vulnerability Index value for the hexagon location, and latitude/longitude coordinates.
DOI: 10.17632/vct39yy27p.1
title: Data for: Origins of high concentrations of iron, sodium, bicarbonate, and arsenic in the Lower Mississippi River Alluvial Aquifer

description: This data table contains groundwater and surface water chemical results associated with an investigation of the Lower Mississippi River Alluvial Aquifer in Louisiana, USA.
DOI: 10.15468/dl.a3ka52
title: Occurrence Download

description: A dataset containing 9293793 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bird Ringing Centre in Sweden (NRM)"
 ]
}

 The dataset includes 9293793 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023437-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5jfdb25jwr.1
title: Data for: Rheology and Stability of Nanoparticle-stabilized CO2 Foam for Fracturing Application

description: The raw data of different factors on nanoparticle-stabilized CO2 foam stability and foam rheology were included.
DOI: 10.17632/3bbwz8669k.1
title: ACEs, Emotion Regulation, and Mental Health

description: This data set was used to examine the relations between adverse childhood experiences (ACEs), emotion regulation, and symptoms of depression, anxiety, and stress in a sample of college students. After recoding of gender and race/ethnicity, and removal of missing data, the final sample was 483. It was hypothesized that ACEs would be related to symptoms of depression, anxiety, and stress. It was also hypothesized that emotion regulation would moderate the associations of ACEs with symptoms of depression, anxiety, and stress. The results supported the hypotheses, indicating that ACEs positive correlated with symptoms of depression, anxiety, and stress, and emotion regulation moderated the associations of ACEs with depression, anxiety, and stress. Further detailed information of the data set is available upon request.
DOI: 10.17632/d73jhrxdx3.2
title: Reduce before you factorize

description: In the associated paper, we propose a speed-up of existing Boolean matrix factorization algorithms by reducing the size of the input matrix. This data package contains folders with PDF charts complementing the findings presented in the paper, raw datasets, illustrative examples, and the source code for the utilized algorithms.

Examples
The file Examples.pdf contains all illustrative examples supplementing the paper. It includes examples demonstrating the employed notions as well as simulations of the proposed algorithms.

S1 - Benchmark speed
This folder contains charts for each benchmark dataset, comparing the runtimes of the modified algorithms with the original, unmodified counterparts. The charts show the number of factors found over time (seconds). The points where the lines stop increasing indicate the final runtimes of the algorithm.

S2 - Benchmark coverage
This folder contains results that demonstrate the importance of algorithm modifications for computing factorizations on the reduced data. The graphs with the prefix "Extended" correspond to the modified algorithms, while the others depict the behavior of the unmodified algorithms on the reduced matrices.

Source
This folder contains all the datasets described in the article (they essentially come from the website https://datasets.inf.upol.cz/). It also includes implementations of both the original and extended algorithms, as well as two experiments used to generate the results on the mentioned datasets. To run the experiments, see the respective help guides describing the parameters, e.g., 
$ python3 experiment_1.py —help.
DOI: 10.15468/dl.rq38jw
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 one of (Aspidistra khangii Aver. & Tillich)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023522-241107131044228/datasets/export for details.
DOI: 10.21227/dbq2-5125
title: Soil Fertility Data For Fertilizer Recommendation

description: This dataset provides comprehensive data for predicting the most suitable fertilizer for various crops based on environmental and soil conditions. It includes environmental factors like temperature, humidity, and moisture, along with soil and crop types, and nutrient composition (Nitrogen, Potassium, and Phosphorous). The target variable is the recommended fertilizer name.The data is already pre-processed without anu Null values.