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

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Pl@ntNet automatically identified occurrences",
 "Geometry POLYGON((-79.56894 43.74021,-79.54112 43.74021,-79.54112 43.76058,-79.56894 43.76058,-79.56894 43.74021))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063187-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wpkyn
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Ontario BioBlitz Species Records",
 "Geometry POLYGON((-79.56894 43.74021,-79.54112 43.74021,-79.54112 43.76058,-79.56894 43.76058,-79.56894 43.74021))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063188-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3q4y8
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Royal Ontario Museum Green Plant Herbarium (TRT)",
 "Geometry POLYGON((-79.56894 43.74021,-79.54112 43.74021,-79.54112 43.76058,-79.56894 43.76058,-79.56894 43.74021))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063189-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgszzs
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Pl@ntNet observations",
 "Geometry POLYGON((-79.56894 43.74021,-79.54112 43.74021,-79.54112 43.76058,-79.56894 43.76058,-79.56894 43.74021))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063190-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfkkju
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Global occurrence records of Robinia specialist insect herbivores",
 "Geometry POLYGON((-79.56894 43.74021,-79.54112 43.74021,-79.54112 43.76058,-79.56894 43.76058,-79.56894 43.74021))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063191-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnq5xa
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is University of Michigan Herbarium",
 "Geometry POLYGON((-79.56894 43.74021,-79.54112 43.74021,-79.54112 43.76058,-79.56894 43.76058,-79.56894 43.74021))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063192-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zune4t
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Royal Ontario Museum Fungarium (TRTC)",
 "Geometry POLYGON((-79.56894 43.74021,-79.54112 43.74021,-79.54112 43.76058,-79.56894 43.76058,-79.56894 43.74021))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063194-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nw9snw
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is South Africa",
 "TaxonKey is Phenacoccus madeirensis Green, 1923"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027953-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.folsy6
title: Occurrence Download

description: A dataset containing 476519 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "DatasetKey is Natural History Museum (London) Collection Specimens"
 ]
}

 The dataset includes 476519 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005810-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4vnwn
title: Occurrence Download

description: A dataset containing 2391 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dictydiaethalium plumbeum (Schumach.) Rostaf., 1894"
 ]
}

 The dataset includes 2391 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005836-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iha21g
title: Occurrence Download

description: A dataset containing 1843 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurea diffusa Lam."
 ]
}

 The dataset includes 1843 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005810-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrdsxr
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aspalathus myrtillifolia Benth."
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030842-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4wejy
title: Occurrence Download

description: A dataset containing 477 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Visfauna - Juvenile and adult fishes in riparian habitats along the river Leie in Flanders, Belgium"
 ]
}

 The dataset includes 477 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005811-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3jjcm
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aspalathus neglecta T.M.Salter"
 ]
}

 The dataset includes 101 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030846-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oiz1uf
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyphostemma juttae (Dinter & Gilg) Desc."
 ]
}

 The dataset includes 91 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005811-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r733f7
title: Occurrence Download

description: A dataset containing 25116080 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 25116080 records from 4398 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004407-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/c4mbv9
title: Additional new species of the genus Zaitzevia (Coleoptera, Elmidae) from China with an updated key to species from mainland China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Jiang, Ri-Xin, Yang, Lin, Long, Jian-Kun, Chang, Zhi-Min, Sun, Chuan-Liang, Feng, Xiao, Du, Mao-Heng, Chen, Xiang-Sheng (2025): Additional new species of the genus Zaitzevia (Coleoptera, Elmidae) from China with an updated key to species from mainland China. ZooKeys 1258: 199-212, DOI: 10.3897/zookeys.1258.169390AbstractThe riffle beetle genus Zaitzevia Champion, 1923 comprises 29 described species, distributed across Asia and North America. China exhibits particularly high species diversity within this genus, with 16 recorded species. In this study, we describe two new Zaitzevia species from China: Z. fodingshanus sp. nov. from Guizhou Province and Z. lipingae sp. nov. from Yunnan Province. Habitus and diagnostic features of the new species are illustrated, along with a checklist of all known Chinese Zaitzevia species, a key, and a distribution map of Zaitzevia species from mainland China. The comparative diagnoses discuss characters of the new and known species. The results show that the existing species diversity requires more detailed research acrosslarger areas of Southwest China in the future.
DOI: 10.17632/hp9n9w6w2f.1
title: Clinical Pregnancy Rate in Frozen Embryo Transfer Cycles at an ART centre

description: The data of participants in prospective study "Clinical Pregnancy Rate in Frozen Embryo Transfer Cycles at an ART centre" deposited as part of MCh Reproductive Medicine and Surgery thesis. This study comprised of participants undergoing Frozen embryo transfer between period of July 2020 to Dec 2021 in the Department of Reproductive Medicine and Surgery, Government Medical College, Thiruvananthapuram for analysis of clinical pregnancy rate and factors affecting successful outcomes.
DOI: 10.15468/dl.qun9rx
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zamium bimaculatum (Fabricius, 1781)"
 ]
}

 The dataset includes 188 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008069-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15097164
title: Models and samples for ML emulators of Met Office UK CPM

description: Contains model weights and samples for emulators  of the Met Office's UK CPM



a diffusion-model-based emulator (CPMGEM, workdirs/score-sde/subvpsde/ukcp_local_pr_12em_cncsnpp_continuous/bham-4x_12em_pSTV) and a variant using less data (workdirs/score-sde/subvpsde/ukcp_local_pr_1em_cncsnpp_continuous/bham-4x_1em_pSTV_lowdata)

a deterministic U-Net emulator (workdirs/score-sde/deterministic/ukcp_local_pr_12em_plain_unet/bham_pSTV-ema-gradcl-256-batch)


Also included are samples of bilinear interpolation of coarsned rainfall, used for comparison (workdirs/id-linpr).

For each model, samples can be found in samples/<CHECKPOINT_ID>/<DATASET>/<XFM_ID>/<SPLIT>/<ENSEMBLE_MEMBER>. e.g. in workdirs/score-sde/subvpsde/ukcp_local_pr_12em_cncsnpp_continuous/bham-4x_12em_pSTV there are folders like samples/epoch_20/bham64_gcm-4x_12em_psl-sphum4th-temp4th-vort4th_pr-historic/bham64_gcm-4x_12em_psl-sphum4th-temp4th-vort4th_pr-pixelmmsstan/test/13

For each model, checkpoints directory holds snapshots of model weights from training.

Samples and models were created using code from https://github.com/henryaddison/mlde (in particular, .
DOI: 10.17632/sb7jk53v3k.1
title: Uma realidade dolorosa: Revisão sobre a relação das Complicações Microvasculares do Diabetes Tipo 2 e Transtornos de Saúde Mental

description: Este trabalho teve como objetivo elucidar a relação entre complicações microvasculares do diabetes e os transtornos de saúde mental depressão e ansiedade. A revisão integrativa foi realizada com base nas bases de dados SCIELO, PUBMED, LILACS, BVS e Embase. Foram identificados 2187 artigos e, após a seleção, foram incluídos 46 estudos. Os resultados demonstraram que a depressão compromete o autocuidado, dificulta o controle glicêmico e piora o prognóstico do DM2. Embora a associação entre complicações microvasculares e depressão seja consistente na maioria dos estudos, a gravidade dessa relação pode variar dependendo das características da amostra e metodologia utilizada. Contudo, as relações de causalidade entre diabetes e transtornos de saúde mental ainda não estão completamente esclarecidas, destacando-se a necessidade de estudos complementares voltados ao tema. Por fim, reforça-se a importância da abordagem integrada no cuidado às pessoas com diabetes, levando-se em consideração os aspectos físicos e psicológicos do paciente, visando melhorar sua qualidade de vida e otimizar o manejo das condições associadas.
DOI: 10.15468/dl.y6pfkw
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Parainoa subconcolor (Anzi) Resl & T.Sprib."
 ]
}

 The dataset includes 32 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008070-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xq6vry
title: Occurrence Download

description: A dataset containing 2261664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Epilobium L."
 ]
}

 The dataset includes 2261664 records from 4053 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008053-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubkwb5
title: Occurrence Download

description: A dataset containing 60317 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Penelope purpurascens Wagler, 1830"
 ]
}

 The dataset includes 60317 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064148-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrden8
title: Occurrence Download

description: A dataset containing 1000 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "TaxonKey is Carassius auratus (Linnaeus, 1758)"
 ]
}

 The dataset includes 1000 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019616-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5gjdzp
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acinonyx jubatus venaticus (Griffith, 1821)"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007307-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k88ers
title: Occurrence Download

description: A dataset containing 3159922 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Chile"
 ]
}

 The dataset includes 3159922 records from 1368 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044857-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5w3wm
title: Occurrence Download

description: A dataset containing 555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-62.66602 31.03787,-83.58398 34.87151,-100.63477 32.53199,-100.63477 18.62959,-88.85742 14.24735,-84.63867 8.91112,-77.08008 6.29783,-55.81055 5.59849,-56.68945 27.66796,-62.66602 31.03787))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Swietenia mahagoni (L.) Jacq.",
 "Year 1970-2022"
 ]
}

 The dataset includes 555 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197937-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmbbfk
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample"
 ]
 },
 {
 "or" : [
 "Country is Croatia",
 "Country is Italy",
 "Country is Tunisia",
 "Country is France",
 "Country is Albania",
 "Country is Montenegro",
 "Country is Spain",
 "Country is Algeria",
 "Country is Libya"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Centrophorus granulosus (Bloch & Schneider, 1801)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 49 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007307-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4cvdl
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dipsacus fullonum subsp. sylvestris (Huds.) A.R.Clapham"
 ]
}

 The dataset includes 113 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008966-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pghuc9
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Najas minor All."
 ]
}

 The dataset includes 50 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069744-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uddjg7
title: Occurrence Download

description: A dataset containing 3134 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abelmoschus moschatus (L.) Medik."
 ]
}

 The dataset includes 3134 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050506-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh0181926.10fu
title: SH0181926.10FU

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/sh0181927.10fu
title: SH0181927.10FU

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/sh0181928.10fu
title: SH0181928.10FU

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.