cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.veumf6
title: Occurrence Download

description: A dataset containing 6266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "TaxonKey is Heliconius charithonia (Linnaeus, 1767)",
 "Year 2020-2024"
 ]
}

 The dataset includes 6266 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007296-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ny2gz
title: Occurrence Download

description: A dataset containing 548 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tolypothrix tenuis Kütz. ex Bornet & Flahault"
 ]
}

 The dataset includes 548 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007298-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qxaqr
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichocoleus acutissimus (Gardner) Anagnostidis, 2001"
 ]
}

 The dataset includes 60 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007299-241024112534372/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.27312157
title: Leveraging real-world data to conduct externally controlled trial for rare diseases with count-type endpoints: utilizing multiple entries – a simulation study

description: Conducting randomized controlled trials for medications targeting rare diseases presents significant challenges, due to the scarcity of participants and ethical considerations. Under such circumstances, leveraging real-world data (RWD) to generate supporting evidence may be accepted by the regulatory agency. Constructing an external control arm (ECA) from RWD for a single-arm trial has been conducted occasionally. A complication in this design is that patients from RWD may be eligible at multiple time points. Most studies approach this by selecting one time point as the index date for ECA patients. Here, we propose a novel design for externally controlled trials that permits the inclusion of ECA patients at various entry points. Accompanying this design, we make recommendations for statistical methods to account for measured confounders, limited sample size, within-subject correlation, and potential overdispersion inherent in count data. Furthermore, we present an idea for the blinding process for this type of study. We have conducted a series of simulations to assess the performance of the design and statistical methods in terms of bias, type I error, and efficiency, as compared to the approach of selecting only one entry per ECA patient. The study and parameter setup were based on a hypothetical case inspired by a rare disease study. The results indicate that allowing multiple entries for ECA patients can lead to enhanced performance in many aspects. It provides a controlled type I error, robustness against certain model misspecifications, and a moderate power improvement compared with selecting a single entry per ECA patient.
DOI: 10.6084/m9.figshare.27312157.v1
title: Leveraging real-world data to conduct externally controlled trial for rare diseases with count-type endpoints: utilizing multiple entries – a simulation study

description: Conducting randomized controlled trials for medications targeting rare diseases presents significant challenges, due to the scarcity of participants and ethical considerations. Under such circumstances, leveraging real-world data (RWD) to generate supporting evidence may be accepted by the regulatory agency. Constructing an external control arm (ECA) from RWD for a single-arm trial has been conducted occasionally. A complication in this design is that patients from RWD may be eligible at multiple time points. Most studies approach this by selecting one time point as the index date for ECA patients. Here, we propose a novel design for externally controlled trials that permits the inclusion of ECA patients at various entry points. Accompanying this design, we make recommendations for statistical methods to account for measured confounders, limited sample size, within-subject correlation, and potential overdispersion inherent in count data. Furthermore, we present an idea for the blinding process for this type of study. We have conducted a series of simulations to assess the performance of the design and statistical methods in terms of bias, type I error, and efficiency, as compared to the approach of selecting only one entry per ECA patient. The study and parameter setup were based on a hypothetical case inspired by a rare disease study. The results indicate that allowing multiple entries for ECA patients can lead to enhanced performance in many aspects. It provides a controlled type I error, robustness against certain model misspecifications, and a moderate power improvement compared with selecting a single entry per ECA patient.
DOI: 10.15468/dl.87h4u6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichocoleus caatingensis N.M.Machado-de-Lima & Branco"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007300-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13998755
title: ЁШЛAP OPACИДA ГИЁҲВAНДЛИККA ҚAPШИ КУPAШИШДА ФУҚAPOЛИК ЖAМИЯТИ ИНCТИТУТЛAPИНИНГ ЎЗАРО ҲАМКОРЛИГИНИНГ ИСТИҚБОЛЛАРИ
DOI: 10.5281/zenodo.13998756
title: ЁШЛAP OPACИДA ГИЁҲВAНДЛИККA ҚAPШИ КУPAШИШДА ФУҚAPOЛИК ЖAМИЯТИ ИНCТИТУТЛAPИНИНГ ЎЗАРО ҲАМКОРЛИГИНИНГ ИСТИҚБОЛЛАРИ
DOI: 10.15468/dl.qgnjst
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Singapore",
 "TaxonKey is Gloriosa superba L."
 ]
}

 The dataset's 1 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007295-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zd8tg
title: Occurrence Download

description: A dataset containing 515 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichocoleus tenerrimus (Gomont) Anagn."
 ]
}

 The dataset includes 515 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007302-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.az8um9
title: Occurrence Download

description: A dataset containing 4093 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Manidae"
 ]
}

 The dataset includes 4093 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007301-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13998759
title: Data for study "AI-Driven Facial Emotion Analysis for Customer Emotion Recognition - an explanatory study".

description: This study aims to determine whether it is possible to use a commercial tool like Morphcast SDK AI to identify images that evoke more positive emotions, and thus contribute to a better perception of the hotel facility by customers, and whether it is possible to identify common elements of these photographs. The dataset was collected using  Morphcast SDK AI with users.
DOI: 10.5281/zenodo.13998760
title: Data for study "AI-Driven Facial Emotion Analysis for Customer Emotion Recognition - an explanatory study".

description: This study aims to determine whether it is possible to use a commercial tool like Morphcast SDK AI to identify images that evoke more positive emotions, and thus contribute to a better perception of the hotel facility by customers, and whether it is possible to identify common elements of these photographs. The dataset was collected using  Morphcast SDK AI with users.
DOI: 10.15468/dl.r5z87u
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichocoleus voukii (Frémy) Anagn., 2001"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007303-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.va8323
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichodesmium brasiliense Sant'Anna et al."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007304-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13998768
title: O'ZBEKISTONDA RESPUBLIKASIDA YURAK-QON TOMIR KASALLIKLARI TARQALISHI VA HOZIRGI KUNDAGI KO'RILAYOTGAN CHORA TADBIRLAR
DOI: 10.5281/zenodo.13998769
title: O'ZBEKISTONDA RESPUBLIKASIDA YURAK-QON TOMIR KASALLIKLARI TARQALISHI VA HOZIRGI KUNDAGI KO'RILAYOTGAN CHORA TADBIRLAR
DOI: 10.15468/dl.bahwx5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichodesmium clevei (J.Schmidt) Anagnostidis & Komárek, 1988"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007305-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtvj8v
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichodesmium ehrenbergii Montagne"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007306-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewy53n
title: Occurrence Download

description: A dataset containing 997 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichodesmium erythraeum Ehrenb. ex Gomont"
 ]
}

 The dataset includes 997 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007308-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqk9su
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichodesmium hildebrandtii (Gomont) J.De Toni"
 ]
}

 The dataset includes 26 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007309-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32ht98
title: Occurrence Download

description: A dataset containing 38843 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera Oken, 1816"
 ]
}

 The dataset includes 38843 records from 385 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007307-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygkn26
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Singapore",
 "OccurrenceStatus is Present",
 "TaxonKey is Manis javanica Desmarest, 1822",
 "Year 2017-2024"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007310-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szesud
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichodesmium lacustre Kleb."
 ]
}

 The dataset includes 101 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007311-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkzgsd
title: Occurrence Download

description: A dataset containing 551 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichodesmium thiebautii Gomont ex Gomont"
 ]
}

 The dataset includes 551 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007312-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxscju
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichormus azollae (Strasb.) Komárek & Anagn."
 ]
}

 The dataset includes 103 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007313-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.au88hv
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Singapore",
 "OccurrenceStatus is Present",
 "TaxonKey is Manis javanica Desmarest, 1822",
 "Year 2017-2024"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007314-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6abht2
title: Occurrence Download

description: A dataset containing 869 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-87.50741 15.23351,-57.46233 15.23351,-57.46233 30.04626,-87.50741 30.04626,-87.50741 15.23351))",
 "HasGeospatialIssue is false",
 "TaxonKey is Thysanoptera"
 ]
}

 The dataset includes 869 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007315-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2q7ae
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichormus azotica"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007316-241024112534372/datasets/export for details.
DOI: 10.15468/dl.nzqqnt
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichormus fertilissima (Rao) Komárek & Anagn."
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007317-241024112534372/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.26771629
title: Terahertz Absorber Datasets and Code

description: In this work we proposed a graphene based THz absorber. we also employed machine learning methods to optimize sensor.
DOI: 10.15468/dl.thbbzn
title: Occurrence Download

description: A dataset containing 1772 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Singapore",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Macaca fascicularis (Raffles, 1821), Manis javanica Desmarest, 1822)",
 "Year 2017-2024"
 ]
}

 The dataset includes 1772 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007318-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grv4b3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichormus minutissima"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007319-241024112534372/datasets/export for details.
DOI: 10.15468/dl.tfabyy
title: Occurrence Download

description: A dataset containing 49249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficaria verna Huds.",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "Country is Germany"
 ]
}

 The dataset includes 49249 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007322-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsmsge
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichormus parmelioides"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007323-241024112534372/datasets/export for details.
DOI: 10.15468/dl.asmzxx
title: Occurrence Download

description: A dataset containing 26377 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Taraxacum officinale Weber ex F.H.Wigg.",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "Country is Germany"
 ]
}

 The dataset includes 26377 records from 422 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007320-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/vtnydi
title: Université Pédagogique Nationale de Kinshasa (UPN). Plantes phytosanitaires. - Projet CABIN

description: FR: Jeu de données botaniques fournies par l'Université Pédagogique Nationale de Kinshasa (UPN) dans le cadre de l'activité de publication des données CABIN du Musée Royal de l'Afrique centrale de Tervuren.  
EN: Botanical dataset provided by the 'Université Pédagogique Nationale' of Kinshasa (UPN) within the framework of the call for data providers of the CABIN (Central African Biodiversity Information Network) project carried out by the Royal Museum for central Africa, Belgium
DOI: 10.15468/hfo1vw
title: Ektomykorrhizen auf VIP Alb (Wald)

description: Original data comes from a project which takes or took place as part of the DFG priority program "Exploratories for large-scale and long-term functional biodiversity research". The data is stored together with descriptive metadata, in combination called a dataset, in the project repository (https://www.bexis.uni-jena.de). Species information was extracted from that original dataset. The second paragraph is part of the metadata of the original dataset. Vorkommende Ektomykorrhizen auf den VIP_Hainich Wald
DOI: 10.15468/6bbmhb
title: Collection entomologique Barthélémy

description: Collection composée de lépidoptères français collectés dans la seconde moitié du XXe siècle
DOI: 10.15468/dl.uvj3dd
title: Occurrence Download

description: A dataset containing 236585 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Wild bees of Belgium"
 ]
}

 The dataset includes 236585 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035499-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.250811
title: Planktic foraminifera abundance of Hole 11-106B

description: Relative abundance: D = dominant, A = abundant, C = common, F = few, R = rare, T = trace, P = present (numerical values are abundance in percent)
DOI: 10.1594/pangaea.122753
title: Abundance and carbon biomass of phytoplankton at station TT012_5-CTD38
DOI: 10.15468/c3hqwi
title: 5. Wiener Gemeindebezirk

description: This dataset holds the observations recorded during the GEO Biodiversity Day "5. Wiener Gemeindebezirk" in Wien
DOI: 10.1594/pangaea.706066
title: Relative abundances of twenty-eight dominant benthic foraminifera species of DSDP Hole 23-219 (Table 1s)

description: Tropical climate is variable on astronomical time scale, driving changes in surface and deep-sea fauna during the Pliocene-Pleistocene. To understand these changes in the tropical Indian Ocean over the past 2.36 Myr, we quantitatively analyzed deep-sea benthic foraminifera and selected planktic foraminifera from &gt;125 µm size fraction from Deep Sea Drilling Project Site 219. The data from Site 219 was combined with published foraminiferal and isotope data from Site 214, eastern Indian Ocean to determine the nature of changes. Factor and cluster analyses of the 28 highest-ranked species distinguished four biofacies, characterizing distinct deep-sea environmental settings. These biofacies have been named after their most dominant species such as Stilostomella lepidula-Pleurostomella alternans (Sl-Pa), Nuttallides umbonifer-Globocassidulina subglobosa (Nu-Gs), Oridorsalis umbonatus-Gavelinopsis lobatulus (Ou-Gl) and Epistominella exigua-Uvigerina hispido-costata (Ee-Uh) biofacies. Biofacies Sl-Pa ranges from ~2.36 to 0.55 Myr, biofacies Nu-Gs ranges from ~1.9 to 0.65 Myr, biofacies Ou-Gl ranges from ~1 to 0.35 Myr and biofacies Ee-Uh ranges from 1.1 to 0.25 Myr. The proxy record indicates fluctuating tropical environmental conditions such as oxygenation, surface productivity and organic food supply. These changes appear to have been driven by changes in monsoonal wind intensity related to glacial-interglacial cycles. A shift at ~1.2-0.9 Myr is observed in both the faunal and isotope records at Site 219, indicating a major increase in monsoon-induced productivity. This coincides with increased amplitude of glacial cycles, which appear to have influenced low latitude monsoonal climate as well as deep-sea conditions in the tropical Indian Ocean.
description: Supplement to: Gupta, Anil K; Sundar Raj, M; Mohan, Kuppusamy; De, Soma (2008): A major change in monsoon-driven productivity in the tropical Indian Ocean during ca 1.2-0.9 Myr: Foraminiferal faunal and stable isotope data. Palaeogeography, Palaeoclimatology, Palaeoecology, 261(3-4), 234-245
DOI: 10.1594/pangaea.762126
title: (Table 4a) Abundance of microalgae in surface layer bottom sediments at Station ST-RSh-1 in the northeast Black Sea

description: ++++ = abundant; +++ = common; ++ = few; + = rare; - = absent