cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.t7hwhh
title: Occurrence Download

description: A dataset containing 314895 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aulagromyza buhri (Meijere, 1938), Ophiomyia galii Hering, 1937, Diplodina galii (Niessl) Sacc., Orobanche caryophyllacea Sm., Peronospora galii Fuckel, Phyllachora punctiformis (Fuckel) Fuckel, Galiomyza morio (Brischke, 1880), Cladosporium galii Mułenko, K.Schub. & M.Kozłowska, Symphyosirinia galii E.A.Ellis, Epirrhoe tristata (Linnaeus, 1758), Legnotus picipes (Fallén, 1807), Halticus apterus (Linnaeus, 1758), Torymus galii Boheman, 1834, Scopula floslactata (Haworth, 1809), Cucullia umbratica (Linnaeus, 1758), Zeuxia cinerea Meigen, 1826, Halticus macrocephalus Fieber, 1858, Centris decolorata Lepeletier, 1841, Liriomyza bogotensis Arevalo, 1993, Chionodes fondella (Busck, 1906), Eublemma minima Guenée, 1852, Tebenna gnaphaliella Kearfott, 1902, Busoniomimus manjunathi Viraktamath & Viraktamath, 1985, Stictoptera signifera (Walker, 1857), Stictoptera grisea Moore, 1867, Aceratoneuromyia indica (Silvestri, 1910), Artipe eryx (Linnaeus, 1771), Phytophthora infestans (Mont.) de Bary, Somatina anthophilata Guenée, 1857, Cephonodes armatus Rothschild & Jordan, 1903, Gathynia lignata Warren, 1897, Agathia lycaenaria (Kollar, 1844), Pareumenes quadrispinosus acutus Liu, 1941, Aphis odinae (van der Goot, 1917), Scelorchilus rubecula (Kittlitz, 1830), Pteroptochos tarnii (King, 1831), Phrygilus patagonicus Lowe, 1923, Dysstroma sobria Swett, 1917, Lotisma trigonana (Walsingham, 1879), Cameraria gaultheriella (Walsingham, 1889), Phytophthora inflata Caros. & Tucker, Coccomyces leptideus (Fr.) B.Erikss., Geelus dundraad Stiller, 2020, Allocerellus hortensis Annecke & Mynhardt, 1970, Didelphis marsupialis Linnaeus, 1758, Brycon amazonicus (Spix & Agassiz, 1829), Brycon falcatus Müller & Troschel, 1844, Myloplus torquatus (Kner, 1858), Brycon melanopterus (Cope, 1872), Chrysocyon brachyurus (Illiger, 1815))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 314895 records from 1561 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002606-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8yahys
title: Occurrence Download

description: A dataset containing 2381670 records in GBIF matching the query:

SELECT 
 "year", 
 countrycode,
 speciesKey,
 scientificname,
 COUNT(*) AS occ_count
FROM occurrence
WHERE "year" &gt; 1969 AND "year" &lt; 2025
 AND hasCoordinate = TRUE
 AND hasgeospatialissues = FALSE
 AND speciesKey IS NOT NULL
 AND countryCode IS NOT NULL
 AND orderKey = 797
 AND basisOfRecord != 'FOSSIL_SPECIMEN'
 AND taxonrank = 'SPECIES'
GROUP BY 
speciesKey,
scientificname, 
"year",
countrycode;


 The dataset's 2381670 records were derived from 9416 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012022-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ndv2sa
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Chile",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Senna paposana"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028883-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrt9ca
title: Occurrence Download

description: A dataset listing the 181 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Geometry POLYGON((5.69738 48.95142,5.90204 48.95142,5.90204 49.09064,5.69738 49.09064,5.69738 48.95142))",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidoptera",
 "Year 2005-2025"
 ]
}

 The dataset's 181 records were derived from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028868-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nq57fu
title: Occurrence Download

description: A dataset containing 14231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phoenicopterus roseus",
 "HasCoordinate is true",
 "Country is Türkiye"
 ]
}

 The dataset includes 14231 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028884-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17591141
title: TRIZ texnologiyalari asosida  ijodiy tafakkurni oshirish metodikasi

description: Mazkur maqolada 5-7-sinf ona tili darslarida TRIZ texnologiyalari asosida o‘quvchilarning ijodiy tafakkurini rivojlantirishga doir metodik yondashuvlar tahlil qilinadi. Tadqiqotda TRIZ texnologiyasining didaktik imkoniyatlari, o‘quvchilarning tahliliy, muammoli va ijodiy fikrlashini faollashtirishdagi o‘rni hamda uning kommunikativ kompetensiyani shakllantirishdagi ahamiyati yoritilgan. TRIZ texnologiyasi asosida darslarni muammoli, analitik va ijodiy yo‘nalishda tashkil etish o‘quvchilarning mustaqil fikrlash, muammoni yechish, nutqiy faollik va mantiqiy tafakkur ko‘nikmalarini rivojlantiradi. Shuningdek, maqolada TRIZ elementlarini ona tili darslari mazmuni bilan uyg‘unlashtirishning samarali shakllari, integratsiyalashgan topshiriqlarni qo‘llash tajribalari hamda pedagogik samaradorlikni oshirish yo‘llari amaliy misollar asosida tahlil qilinadi.
DOI: 10.5281/zenodo.17591142
title: TRIZ texnologiyalari asosida  ijodiy tafakkurni oshirish metodikasi

description: Mazkur maqolada 5-7-sinf ona tili darslarida TRIZ texnologiyalari asosida o‘quvchilarning ijodiy tafakkurini rivojlantirishga doir metodik yondashuvlar tahlil qilinadi. Tadqiqotda TRIZ texnologiyasining didaktik imkoniyatlari, o‘quvchilarning tahliliy, muammoli va ijodiy fikrlashini faollashtirishdagi o‘rni hamda uning kommunikativ kompetensiyani shakllantirishdagi ahamiyati yoritilgan. TRIZ texnologiyasi asosida darslarni muammoli, analitik va ijodiy yo‘nalishda tashkil etish o‘quvchilarning mustaqil fikrlash, muammoni yechish, nutqiy faollik va mantiqiy tafakkur ko‘nikmalarini rivojlantiradi. Shuningdek, maqolada TRIZ elementlarini ona tili darslari mazmuni bilan uyg‘unlashtirishning samarali shakllari, integratsiyalashgan topshiriqlarni qo‘llash tajribalari hamda pedagogik samaradorlikni oshirish yo‘llari amaliy misollar asosida tahlil qilinadi.
DOI: 10.15468/dl.kmgkae
title: Occurrence Download

description: A dataset containing 14416601 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14416601 records from 1396 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000348-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v4wujj
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Siganus rivulatus",
 "Country is Syrian Arab Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031202-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6znpgt
title: Occurrence Download

description: A dataset containing 656050 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is O_VLIELAND - Eurasian oystercatchers (Haematopus ostralegus, Haematopodidae) breeding and wintering on Vlieland (the Netherlands)"
 ]
}

 The dataset includes 656050 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031185-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nf9wfh
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Siganus rivulatus",
 "Country is Türkiye",
 "HasCoordinate is true"
 ]
}

 The dataset includes 100 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031203-250811113504898/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/12834203
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5524/102749
title: Supporting data for "The Great Genotyper: A Graph-Based Method for Population Genotyping of Small and Structural Variants"

description: Long-read sequencing (LRS) enables variant calling of high-quality structural variants (SVs). Genotypers of SVs utilize these precise call sets to increase the recall and precision of genotyping in short-read sequencing (SRS) samples. With the extensive growth in availability of SRS datasets in recent years, we should be able to calculate accurate population allele frequencies of SV. However, reprocessing hundreds of terabytes of raw SRS data to genotype new variants is impractical for population-scale studies, a computational challenge known as the N+1 problem. Solving this computational bottleneck is necessary to analyze new SVs from the growing number of pangenomes in many species, public genomic databases, and pathogenic variant discovery studies.<br>To address the N+1 problem, we propose The Great Genotyper, a population genotyping workflow. Applied to a human dataset, the workflow begins by preprocessing 4.2K short-read samples of a total of 183TB raw data to create an 867GB Counting Colored De Bruijn Graph (CCDG). The Great Genotyper uses this CCDG to genotype a list of phased or unphased variants, leveraging the CCDG population information to increase both precision and recall. The Great Genotyper offers the same accuracy as the state-of-the-art genotypers with the addition of unprecedented performance. It took 100 hours to genotype 4.5M variants in the 4.2K samples using one server with 32 cores and 145GB of memory. <br>The Great Genotyper opens the door to new ways to study SVs. We demonstrate its application in finding pathogenic variants by calculating accurate allele frequency for novel SVs. Also, a premade index is used to create a 4K reference panel by genotyping variants from the Human Pangenome Reference Consortium (HPRC). The new reference panel allows for SV imputation from genotyping microarrays. Moreover, we genotype the GWAS catalog and merge its variants with the 4K reference panel. We show 6.2K events of high linkage between the HPRCs SVs and nearby GWAS SNPs, which can help in interpreting the effect of these SVs on gene functions. This analysis uncovers the detailed haplotype structure of the human fibrinogen locus and revives the pathogenic association of a 28 bp insertion in the FGA gene with thromboembolic disorders.
DOI: 10.15468/dl.udhtft
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Malapterurus barbatus)",
 "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 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031204-250811113504898/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.29965988
title: Dataset for: Functional ratios diverge across climates but converge within environments in 55 woody canopy plants

description: This dataset includes 55 species from four forest crane sites across China.
DOI: 10.6084/m9.figshare.29965988.v1
title: Dataset for: Functional ratios diverge across climates but converge within environments in 55 woody canopy plants

description: This dataset includes 55 species from four forest crane sites across China.
DOI: 10.6084/m9.figshare.29965991
title: Supplemental data

description: This study aimed to improve the prediction of dietary metabolizable energy (ME) in dairy cattle based on total tract digestibility of nutrients. It was found that the use of the combination of digestible nutrients such as protein, fat, fiber, and starch resulted in more precise ME estimates compared to the use of the single variable digestible organic matter. The study also accounted for differences in location and feeding levels, which significantly influenced energy predictions. The findings provide valuable insights for nutritionists and dairy producers, helping to refine feed formulations that optimize energy use and milk production efficiency.
DOI: 10.6084/m9.figshare.29965991.v1
title: Supplemental data

description: This study aimed to improve the prediction of dietary metabolizable energy (ME) in dairy cattle based on total tract digestibility of nutrients. It was found that the use of the combination of digestible nutrients such as protein, fat, fiber, and starch resulted in more precise ME estimates compared to the use of the single variable digestible organic matter. The study also accounted for differences in location and feeding levels, which significantly influenced energy predictions. The findings provide valuable insights for nutritionists and dairy producers, helping to refine feed formulations that optimize energy use and milk production efficiency.
DOI: 10.15468/dl.7bqejj
title: Occurrence Download

description: A dataset containing 52853 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Melampyrum arvense"
 ]
}

 The dataset includes 52853 records from 582 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031133-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gbhwbd
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fenneropenaeus indicus",
 "Country is Kenya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031206-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ezktj
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031205-250811113504898/datasets/export for details.
DOI: 10.15468/dl.zte28u
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fenneropenaeus indicus",
 "Country is Tanzania, United Republic of",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031207-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hb9sbg
title: Occurrence Download

description: A dataset containing 271 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chirostoma jordani)",
 "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 271 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031208-250811113504898/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/12834226
title: e-IPO Indonesia Data - Investment
DOI: 10.15468/dl.bx3cx7
title: Occurrence Download

description: A dataset containing 595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-4999.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Quercus acutissima",
 "Year 2000-2025"
 ]
}

 The dataset includes 595 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031209-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63m5mt
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parupeneus forsskali",
 "Country is Cyprus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 87 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031210-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x48e6r
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parupeneus forsskali",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 188 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031211-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npsqy3
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parupeneus forsskali",
 "Country is Lebanon",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031212-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z64qxf
title: Occurrence Download

description: A dataset containing 11961 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Vegetation data from long term sheep grazing experiment in Setesdal, Norway"
 ]
}

 The dataset includes 11961 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031213-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnz8nm
title: Occurrence Download

description: A dataset containing 107241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passer domesticus",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 107241 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031184-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.es27ue
title: Occurrence Download

description: A dataset containing 549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pungitius laevis)",
 "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 549 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031214-250811113504898/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.29949926.v1
title: Synthetic Papilla Images

description: This data set was generated using the stable-diffusion-xl-base-1.0 model. The model was fine-tuned with Dreambooth on a private collection of real optic papilla photographs (31 participants, 61 images) without fine-tuning the text encoders. Fine-tuning parameters included the AdamW optimizer, a learning rate of 1e-4, and 10 epochs, with no prior preservation. The prompt used during generation was: "<i>A picture of a [special token] papilla.</i>"Following synthesis, all generated images underwent a semi-automated re-identification risk assessment using the <i>Cone of Privacy</i> score alongside manual image comparisons to ensure anonymity.This entire dataset <b>consists </b><b>exclusively of synthetic images</b>. The number in each subdirectory’s name indicates the guidance scale used during image generation.
DOI: 10.6084/m9.figshare.29949926
title: Synthetic Papilla Images

description: This data set was generated using the stable-diffusion-xl-base-1.0 model. The model was fine-tuned with Dreambooth on a private collection of real optic papilla photographs (31 participants, 61 images) without fine-tuning the text encoders. Fine-tuning parameters included the AdamW optimizer, a learning rate of 1e-4, and 10 epochs, with no prior preservation. The prompt used during generation was: "<i>A picture of a [special token] papilla.</i>"Following synthesis, all generated images underwent a semi-automated re-identification risk assessment using the <i>Cone of Privacy</i> score alongside manual image comparisons to ensure anonymity.This entire dataset <b>consists </b><b>exclusively of synthetic images</b>. The number in each subdirectory’s name indicates the guidance scale used during image generation.
DOI: 10.5281/zenodo.15487487
title: Data and Code for "Interacting quantum spins with periodic, quasiperiodic and direct-current drives"

description: The repository contains numerical data and plotting scripts for the doctoral thesis „Interacting quantum spins with periodic, quasiperiodic and direct-current drives“, Freie Universität Berlin (2025), http://doi.org/10.17169/refubium-48451
DOI: 10.5281/zenodo.15487486
title: Data and Code for "Interacting quantum spins with periodic, quasiperiodic and direct-current drives"

description: The repository contains numerical data and plotting scripts for the doctoral thesis „Interacting quantum spins with periodic, quasiperiodic and direct-current drives“, Freie Universität Berlin (2025), http://doi.org/10.17169/refubium-48451
DOI: 10.15468/dl.5m2xsj
title: Occurrence Download

description: A dataset containing 1787878 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passer domesticus",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1787878 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031178-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.