cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/sfb-bc0-m3w
title: Selenia dentaria (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmh-gyp-bbk
title: Selenia dentaria (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cy8-rm4-9rv
title: Thetidia smaragdaria (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/w4w-1lq-3zw
title: Geometra papilionaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rp2-7d3-t29
title: Geometra papilionaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mzb-p0r-31n
title: Selenia dentaria (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nry-zwt-cpr
title: Selenia dentaria (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3tf-qdp-sfr
title: Thetidia smaragdaria (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nj0-mrj-713
title: Selenia dentaria (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bq5-md9-waf
title: Selenia dentaria (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wa2-0na-0b0
title: Selenia dentaria (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8rt-7cv-w1z
title: Selenia dentaria (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.uvauwe
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Consolida ajacis",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 59 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048751-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5n4c3h
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048752-250827131500795/datasets/export for details.
DOI: 10.15468/dl.nr97uw
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Consolida ajacis",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048750-250827131500795/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.30093583
title: data set.sav

description: Effect of small-sided games on anthropometry and physical fitness of adolescent basketball players
DOI: 10.6084/m9.figshare.30093583.v1
title: data set.sav

description: Effect of small-sided games on anthropometry and physical fitness of adolescent basketball players
DOI: 10.6084/m9.figshare.30073666
title: First report on machine learning based multiclass classification of Caco-2 permeability using different balancing strategies

description: Evaluating the permeability of different molecular structures across the Caco-2 cell line is crucial for drug discovery and development. The present study primarily focuses on developing machine learning-based multiclass classification models for predicting the permeability of molecules across the Caco-2 cell line. However, the class imbalance in permeability datasets poses a significant challenge for developing predictive models in the case of multiclass analysis. To address the class imbalance issue, we employed different balancing strategies, including oversampling, undersampling, and hybrid approaches, to balance the training set. A five-fold cross-validation approach was employed for optimizing the hyperparameters. After completion of the evaluation process, we concluded that the XGBoost multiclass classifier trained with ADASYN oversampling achieved the best performance (accuracy, 0.717; MCC, 0.512 on the test set). Additionally, extreme permeability classes were also classified separately, and the best model exhibited strong predictive performance (accuracy, 0.853; MCC, 0.703 on the test set). To enhance the interpretability of the best-performing models, we performed SHAP analysis to elucidate descriptor importance and provide explainability. Our findings demonstrate that appropriate data balancing strategies can significantly improve predictive performance in multiclass permeability classification, offering a valuable framework for drug permeability assessment.
DOI: 10.6084/m9.figshare.30073666.v1
title: First report on machine learning based multiclass classification of Caco-2 permeability using different balancing strategies

description: Evaluating the permeability of different molecular structures across the Caco-2 cell line is crucial for drug discovery and development. The present study primarily focuses on developing machine learning-based multiclass classification models for predicting the permeability of molecules across the Caco-2 cell line. However, the class imbalance in permeability datasets poses a significant challenge for developing predictive models in the case of multiclass analysis. To address the class imbalance issue, we employed different balancing strategies, including oversampling, undersampling, and hybrid approaches, to balance the training set. A five-fold cross-validation approach was employed for optimizing the hyperparameters. After completion of the evaluation process, we concluded that the XGBoost multiclass classifier trained with ADASYN oversampling achieved the best performance (accuracy, 0.717; MCC, 0.512 on the test set). Additionally, extreme permeability classes were also classified separately, and the best model exhibited strong predictive performance (accuracy, 0.853; MCC, 0.703 on the test set). To enhance the interpretability of the best-performing models, we performed SHAP analysis to elucidate descriptor importance and provide explainability. Our findings demonstrate that appropriate data balancing strategies can significantly improve predictive performance in multiclass permeability classification, offering a valuable framework for drug permeability assessment.
DOI: 10.15468/dl.exmtpx
title: Occurrence Download

description: A dataset containing 4002 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Heliconia latispatha"
 ]
}

 The dataset includes 4002 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048753-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17091191
title: 6G-PATH_Dataset-UC-CITIES-3
DOI: 10.5281/zenodo.17091192
title: 6G-PATH_Dataset-UC-CITIES-3
DOI: 10.15468/dl.na5868
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mastacembelus seiteri)",
 "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/0048754-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7f7pcx
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048756-250827131500795/datasets/export for details.
DOI: 10.15468/dl.2fq9jz
title: Occurrence Download

description: A dataset containing 1318 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Consolida ajacis",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1318 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048755-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6knrs
title: Occurrence Download

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

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048757-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbc33w
title: Occurrence Download

description: A dataset containing 512 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sesamia inferens"
 ]
}

 The dataset includes 512 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048758-250827131500795/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/13016234
title: World Weather Repository ( Daily Updating )
DOI: 10.5281/zenodo.17091178
title: Narrative and Meaning in Surah Yūsuf: A Critical Hermeneutic Analysis
DOI: 10.5281/zenodo.17091179
title: Narrative and Meaning in Surah Yūsuf: A Critical Hermeneutic Analysis
DOI: 10.6084/m9.figshare.30093595
title: database.xlsx

description: <b>This is the database of Numerical Investigation on Support Efficacy and Critical Thickness of Polyurethane Foam Yield Layer in Soft Rock Tunnels</b>
DOI: 10.6084/m9.figshare.30093595.v1
title: database.xlsx

description: <b>This is the database of Numerical Investigation on Support Efficacy and Critical Thickness of Polyurethane Foam Yield Layer in Soft Rock Tunnels</b>
DOI: 10.15468/dl.ncbuh2
title: Occurrence Download

description: A dataset containing 604 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sitana ponticeriana"
 ]
}

 The dataset includes 604 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048759-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/vkd-6j7-sbe
title: Hypogymnia tubulosa (Schaer.) Hav.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.9fe9yy
title: Occurrence Download

description: A dataset containing 549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Heliconia longiflora"
 ]
}

 The dataset includes 549 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048761-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4ve5h
title: Occurrence Download

description: A dataset containing 5324 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amaranthus tuberculatus"
 ]
}

 The dataset includes 5324 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048760-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2298qk
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048762-250827131500795/datasets/export for details.
DOI: 10.15468/dl.tagwd5
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Consolida ajacis",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048763-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9f36tq
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Consolida ajacis",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 40 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048764-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/vymt96
title: New data on limno-terrestrial rotifers of the world

description: The dataset brings together all records of rotifers (Phylum Rotifera) found by N. Iakovenko, D. Lukashanets, and D. Fontaneto worldwide in limno-terrestrial habitats – substrates that periodically undergo cycles of desiccation and hydration but cannot be classified as temporary waterbodies – such as mosses, lichens, fungi, timber, upper layers of soil, and litter.From 1996 to the present, we have collected and analysed more than 2,275 limno-terrestrial samples Sampling covered all continents and over 50 countries, spanning from the Arctic to the Antarctic, including most of major biomes. The altitude of sampling sites ranged from 0 to 4,610 m above sea level. In total, the dataset includes 5,729 records of limno-terrestrial rotifers. We found 216 clonal species (including nominal ‘subspecies’ that in bdelloids are to be updated to species in future) belonging to 23 genera (9 of Monogononta and 14 of Bdelloidea). More than other 400 species-level entities were different in minor or major details from the original descriptions and potentially might be new taxa.The submitted dataset is extensive and substantially contributes to the current knowledge of diversity and distribution of limno-terrestrial rotifers subject that is still poorly known, especially outside Europe. We present it for the wider use in studies of microinvertebrate biodiversity and macroecology.
DOI: 10.5281/zenodo.17091157
title: Physical and biogeochemical observations from the Pearl River Estuary, Summer 2017

description: This dataset contains physical and biogeochemical measurements from a summer 2017 cruise in the Pearl River Estuary (PRE) and the adjacent coastal waters, originally published in Yu et al. (2020) and Yu and Gan (2025). 

 

The data includes surface salinity, surface chlorophyll-a, bottom dissolved oxygen, buoyancy frequency, and vertical profiles of dissolved oxygen.

Buoyancy frequency, a measure of water column stratification, was calculated from CTD density profiles and is reported for the height corresponding to 20% of the total water depth above the sediment. 

 

All data are accompanied by full station metadata, including latitude, longitude, and timestamp.
DOI: 10.5281/zenodo.17091158
title: Physical and biogeochemical observations from the Pearl River Estuary, Summer 2017

description: This dataset contains physical and biogeochemical measurements from a summer 2017 cruise in the Pearl River Estuary (PRE) and the adjacent coastal waters, originally published in Yu et al. (2020) and Yu and Gan (2025). 

 

The data includes surface salinity, surface chlorophyll-a, bottom dissolved oxygen, buoyancy frequency, and vertical profiles of dissolved oxygen.

Buoyancy frequency, a measure of water column stratification, was calculated from CTD density profiles and is reported for the height corresponding to 20% of the total water depth above the sediment. 

 

All data are accompanied by full station metadata, including latitude, longitude, and timestamp.
DOI: 10.15468/dl.q4hbt4
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Characidium duplicatum)",
 "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 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048765-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17898/10070/1
title: medjug22_om1_sl_v1_r0.pdf

description: :unav
DOI: 10.17898/10070/2
title: medjug22_vp1_sl_v1_r0.pdf

description: :unav
DOI: 10.17898/10070/3
title: medjug22_om2_sl_v1_r0.pdf

description: :unav
DOI: 10.17898/10070/4
title: medjug22_p26_sl_v1_r0.docx

description: :unav
DOI: 10.17898/10070/5
title: medjug22_p26_sl_v1_r1.pdf

description: :unav
DOI: 10.17898/10070/6
title: MEDJUG22_EN.pdf

description: :unav
DOI: 10.17898/10070
title: Novinarstvo v socialistični Jugoslaviji in imaginariji medijev skozi občinstvo, 2022

description: Raziskava poteka od leta 2019, ko so vanjo bili prvič vključeni tudi študenti pri predmetu Zgodovina novinarstva (program Novinarstvo, Fakulteta za družbene vede). Raziskovalni intervjuji so bili v izvedbah 2019 (š.l. 2018-19), 2020 (š.l. 2019-20) in 2021 (š.l. 2020-21) sestavni ARRS projekta Vloga komunikacijskih neenakosti v dezintegraciji večnacionalne družbe (J5-1793, vodja dr. Igor Vobič), v tem časovnem obdobju pa smo zbrali in arhivirali približno sto dvajset pogovorov o tej tematiki. Intervjuji so bili enako kot v tej raziskavi tudi v preteklosti bili izvedeni osebno, v povprečju so dolgi eno uro. Z zaključkom ARRS raziskovalnega projekta junija 2022 je raziskavo (plačilo študentov za izvedbo in arhiviranje intervjujev) za to izvedbo omogočil Center za raziskovanje družbenega komuniciranja, saj raziskava obravnava raziskovalne vsebine in tematike, ki jih v svojem delu pokriva center. V raziskavi nas zanima, kako in katere medije so posameznice in posamezniki uporabljali v omenjenem zgodovinskem obdobju (socialistična Jugoslavija), kako so dojemali novinarsko poročanje, koliko so mu zaupali in kako so dojemali širšo jugoslovansko družbo. Intervjuji ponujajo unikaten vpogled v tematiko novinarstva in medijev v socialistični Jugoslaviji s strani navadnih ljudi, ki ne bi bil mogoč na druge načine, kot so na primer raziskave zgodovinskih arhivov ali analiza časopisnega/medijskega poročanja. Raziskavo je mogoče umestiti v polje spominskih študij, ki so se v zadnjih desetletjih razvile v eno izmed bolj plodovitih raziskovalnih področij, ki praviloma združuje različne discipline in s tem raznolike vpoglede v vrsto zgodovinskih tematik. V teh analizah je bilo precej pozornosti posvečene socialistični Jugoslaviji in njenemu razpadu, vendar je bila vloga in funkcija medijev in novinarstva v samem delovanju te države največkrat spregledana. To je težava posebej glede na to, kako pomembno vlogo igrajo te institucije v modernih družbah. Raziskava torej omogoča boljše razumevanje kakšno vlogo so te institucije igrale v vsakdanjih življenjih prebivalcev Jugoslavije, v kakšni meri so jim zaupali ter kako ti spomini vplivajo na proces vzpostavljanja identitet in vrednotenje socialističnega sistema kot celote.
DOI: 10.15468/dl.ujqaac
title: Occurrence Download

description: A dataset containing 462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Heliconia mathiasiae"
 ]
}

 The dataset includes 462 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048766-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ymx2m
title: Occurrence Download

description: A dataset containing 59333 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1932",
 "Year is less than or equal to 1932"
 ]
}

 The dataset includes 59333 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048739-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.