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

description: A dataset containing 6218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acrossocheilus wenchowensis, Megadontognathus kaitukaensis, Fluviphylax palikur, Acrossocheilus beijiangensis, Acrossocheilus rendahli, Acrossocheilus iridescens, Acrossocheilus clivosius, Scoloplax distolothrix, Acrossocheilus ikedai, Folifer brevifilis, Altigena, Parasinilabeo assimilis, Scoloplax empousa, Scoloplax dolicholophia, Hemibarbus umbrifer, Sarcocheilichthys parvus, Sarcocheilichthys kiangsiensis, Squalidus minor, Squalidus wolterstorffi, Squalidus argentatus, Rhinogobio typus, Platysmacheilus exiguus, Microphysogobio fukiensis, Microphysogobio elongatus, Microphysogobio kiatingensis, Microphysogobio kachekensis, Saurogobio immaculatus, Gobiobotia longibarba, Gobiobotia kolleri, Hypophthalmichthys harmandi, Traccatichthys pulcher, Schistura fasciolata, Schistura rara, Schistura incerta, Sinibotia robusta, Parabotia fasciatus, Leptobotia pellegrini, Cobitis arenae, Balitora kwangsiensis, Sinogastromyzon wui, Plesiomyzon baotingensis, Liniparhomaloptera disparis, Liniparhomaloptera qiongzhongensis, Liniparhomaloptera obtusirostris, Serrasalmus marginatus, Vanmanenia pingchowensis, Vanmanenia hainanensis, Vanmanenia xinyiensis, Vanmanenia gymnetrus, Formosania paucisquama, Formosania stigmata, Formosania tinkhami, Pseudogastromyzon fangi, Pseudogastromyzon peristictus, Pseudogastromyzon changtingensis, Pseudogastromyzon lianjiangensis, Pseudogastromyzon laticeps, Beaufortia leveretti, Beaufortia kweichowensis, Eleotris perniger, Pseudobagrus crassilabris, Pseudobagrus trilineatus, Xiurenbagrus xiurenensis, Takifugu ocellatus, Glyptothorax pallozonus, Glyptothorax fokiensis, Clarias olivaceus, Clarias planiceps, Clarias batu, Channa diplogramma, Osteobrama bhimensis, Systomus compressiformis, Abbottina obtusirostris, Biwia springeri, Abbottina liaoningensis, Acanthobrama urmianus, Acanthobrama tricolor, Acheilognathus polyspinus, Acheilognathus longibarbatus, Acrossocheilus monticola, Acrossocheilus fasciatus, Acrossocheilus kreyenbergii, Siniperca knerii, Siniperca scherzeri, Siniperca undulata, Coreoperca whiteheadi, Johnius fasciatus, Gerres decacanthus, Parargyrops edita, Repomucenus olidus, Callionymus curvicornis, Sineleotris chalmersi, Odontobutis haifengensis, Eleotris fasciatus, Neodontobutis hainanensis, Hypseleotris compressocephalus, Mugilogobius myxodermus, Rhinogobius duospilus, Ctenogobius cervicosquamus, Gobiopterus macrolepis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6218 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001931-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/14c8f246-40ee-4b8d-8205-e62e7bda6b4d
title: Methods and data for: On the effect of the progress variable and hyperparameter optimization on ML-FGM accuracy and computational cost

description: This dataset contains the scripts, data, and methods used to produce the results documented in Chapter 4 of the doctoral dissertation of E.C.Bunschoten titled <em>Consistent Data-Driven Equations of State for Reacting and Nonideal Compressible Fluids</em> . The first set of scripts are used to study the effect of the progress variable definition on the accuracy of deep,dense multilayer perceptrons trained on flamelet data, while the focus of the second part is deriving relations between the hyperparameters, complexity, and accuracy of artificial neural networks used for flamelet-generated manifold applications. The methods are documented in the Python scripts and the data produced following those methods is stored in the compressed zip files.
DOI: 10.4121/14c8f246-40ee-4b8d-8205-e62e7bda6b4d.v1
title: Methods and data for: On the effect of the progress variable and hyperparameter optimization on ML-FGM accuracy and computational cost

description: This dataset contains the scripts, data, and methods used to produce the results documented in Chapter 4 of the doctoral dissertation of E.C.Bunschoten titled <em>Consistent Data-Driven Equations of State for Reacting and Nonideal Compressible Fluids</em> . The first set of scripts are used to study the effect of the progress variable definition on the accuracy of deep,dense multilayer perceptrons trained on flamelet data, while the focus of the second part is deriving relations between the hyperparameters, complexity, and accuracy of artificial neural networks used for flamelet-generated manifold applications. The methods are documented in the Python scripts and the data produced following those methods is stored in the compressed zip files.
DOI: 10.15468/dl.5qwbqb
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Osbornia octodonta",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "not" : {
 "HasGeospatialIssue" : [
 "is true"
 ]
 }
 }
 ]
}

 The dataset includes 270 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001932-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17979609
title: MCHCD: A multi-source Chinese high-resolution satellite benchmark dataset

description: The MCHCD dataset incorporates ten types of high-resolution Chinese satellite imagery, including Gaofen-1 (A–D), Gaofen-2, Gaofen-6, Ziyuan-3, Ziyuan-302, and the China–Brazil Earth Resources Satellite-04 (CBERS-04), with spatial resolutions ranging from 3 to 10 meters and coverage across the entire territory of China. The complete MCHCD dataset consists of 415 scenes, which are divided into 75 labeled training scenes, 71 labeled test scenes, and 269 unlabeled test scenes. Due to data volume constraints, the current Zenodo repository only hosts the labeled training and labeled test subsets (146 scenes in total). The unlabeled test subset (269 scenes) is provided separately via https://pan.baidu.com/s/1D_zceV-NSEo5FyN3jlNkcw?pwd=y6cy (access code: y6cy).
DOI: 10.5281/zenodo.17979610
title: MCHCD: A multi-source Chinese high-resolution satellite benchmark dataset

description: The MCHCD dataset incorporates ten types of high-resolution Chinese satellite imagery, including Gaofen-1 (A–D), Gaofen-2, Gaofen-6, Ziyuan-3, Ziyuan-302, and the China–Brazil Earth Resources Satellite-04 (CBERS-04), with spatial resolutions ranging from 3 to 10 meters and coverage across the entire territory of China. The complete MCHCD dataset consists of 415 scenes, which are divided into 75 labeled training scenes, 71 labeled test scenes, and 269 unlabeled test scenes. Due to data volume constraints, the current Zenodo repository only hosts the labeled training and labeled test subsets (146 scenes in total). The unlabeled test subset (269 scenes) is provided separately via https://pan.baidu.com/s/1D_zceV-NSEo5FyN3jlNkcw?pwd=y6cy (access code: y6cy).
DOI: 10.15468/dl.thvpyx
title: Occurrence Download

description: A dataset containing 577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arapaima gigas",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 577 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001933-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49sbxg
title: Occurrence Download

description: A dataset containing 2827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "PublishingOrg is a41250f0-7c3e-11d8-a19c-b8a03c50a862",
 "TaxonKey is Dicranum"
 ]
}

 The dataset includes 2827 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001934-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18431210
title: Ebiox_Pilot_Test
DOI: 10.5281/zenodo.18431209
title: Ebiox_Pilot_Test
DOI: 10.15468/dl.u9c6nf
title: Occurrence Download

description: A dataset containing 4879 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cynoglossus sinicus, Cynoglossus trigrammus, Cynoglossus melampetalus, Silurichthys gibbiceps, Silurichthys indragiriensis, Silurichthys marmoratus, Enteromius diamouanganai, Opsarius infrafasciatus, Barilius ponticulus, Barilius caudiocellatus, Opsarius cocsa, Algansea monticola, Algansea avia, Algansea aphanea, Pethia setnai, Pangio myersi, Otothyris juquiae, Otothyris rostrata, Henicorhynchus entmema, Cirrhinus inornatus, Henicorhynchus siamensis, Otothyris travassosi, Gymnostomus horai, Lamprologus laparogramma, Aplocheilus blockii, Acanthobrama persidis, Squalius ulanus, Schizocypris altidorsalis, Henicorhynchus ornatipinnis, Schizothorax zarudnyi, Capoeta buhsei, Alburnus atropatenae, Cobitis linea, Pseudosphromenus dayi, Cirrhinus rubirostris, Oxynoemacheilus bergianus, Oxynoemacheilus araxensis, Barbatula farsica, Oxynoemacheilus persa, Oxynoemacheilus tongiorgii, Paracobitis rhadinaeus, Paracobitis vignai, Triplophysa hutjertjuensis, Triplophysa farwelli, Triplophysa tenuis, Macrognathus circumcinctus, Schistura machensis, Paraschistura alta, Paraschistura nielseni, Cobitis turcica, Cyclocheilichthys sinensis, Luciobarbus kersin, Capoeta fusca, Leuciscus latus, Rectoris mutabilis, Barbus carottae, Devario assamensis, Garra apogon, Schizothorax biddulphi, Schizothorax prenanti, Zacco taliensis, Pseudogyrinocheilus prochilus, Decorus, Sinocrossocheilus guizhouensis, Triplophysa alticeps, Gnathopogon imberbis, Gnathopogon herzensteini, Gnathopogon taeniellus, Gnathopogon nicholsi, Gnathopogon polytaenia, Gnathopogon tsinanensis, Triplophysa angeli, Triplophysa bombifrons, Gymnocypris przewalskii, Gymnocypris eckloni, Piaractus mesopotamicus, Gymnocypris potanini, Gymnocypris chilianensis, Aphyocypris arcus, Toxabramis swinhonis, Saurogobio dumerili, Rectoris luxiensis, Platysmacheilus longibarbatus, Procypris rabaudi, Gymnodiptychus pachycheilus, Jinshaia sinensis, Microphysogobio chinssuensis, Leptobotia elongata, Leptobotia orientalis, Leuciscus merzbacheri, Metahomaloptera omeiensis, Microphysogobio labeoides, Homatula variegata, Hemisalanx brachyrostralis, Hucho bleekeri, Neosalanx taihuensis, Beaufortia szechuanensis, Belligobio nummifer, Chuanchia labiosa, Cyprinus ilishaestomus)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4879 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001935-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/suy9d0
title: Hidrogeologia dos complexos alcalinos carbonatíticos e seu entorno na região do Alto Paranaíba, Minas Gerais

description: Resultados obtidos durante a pesquisa: Planilhas de resultados de hidroquímica, isótopos estáveis, dados de hidrodinâmica e planilhas de cálculo de recarga
DOI: 10.18150/ra9ykl
title: Testing the velocity-proportional Aristotelian–Stokes drag in rolling balls braking within various viscous fluid layers

description: The dataset contains the results of measurements of the braking distance of balls in layers of viscous liquids, depending on the acceleration distance on an inclined plane. Four viscous liquids were tested (glycerin, liquid soap, multiflower honey, and pine honey), resulting in a dataset containing 4 files. Six balls were used in the study: five steel bearing balls (with diameters of 10, 12.75, 13, 16, and 20 mm) and one cemented ‘wolfram’ carbide ball (with a diameter of 10 mm). A power-law viscosity index n, which appears in the generalized Stokes equation and the Ostwald–Weale equation, was fitted to each liquid. The case n=1 corresponds to the usual Stokes equation, as well as to Aristotle's ancient proportion of motion from Book VII of his Physics.
DOI: 10.15468/dl.mw3rc8
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cadaba natalensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 115 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001936-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/82235a4c-966d-419b-b461-63d815b345bc
title: Methods and data for: Shape optimization of a partially premixed hydrogen burner

description: Scripts and configurations used to produce the results presented in chapter 5 of <em>Consistent data-driven equations of state for reacting and nonideal compressible fluids </em> titled <em>Shape optimization with data-driven equation of state models </em>on the constrained design of the hydrogen burner. This data set not only contains the python and SU2 configuration files needed to perform the sensitivity analysis and optimization documented in the dissertation, but also the simulation results.
DOI: 10.4121/82235a4c-966d-419b-b461-63d815b345bc.v1
title: Methods and data for: Shape optimization of a partially premixed hydrogen burner

description: Scripts and configurations used to produce the results presented in chapter 5 of <em>Consistent data-driven equations of state for reacting and nonideal compressible fluids </em> titled <em>Shape optimization with data-driven equation of state models </em>on the constrained design of the hydrogen burner. This data set not only contains the python and SU2 configuration files needed to perform the sensitivity analysis and optimization documented in the dissertation, but also the simulation results.
DOI: 10.15468/dl.f8ec93
title: Occurrence Download

description: A dataset containing 676 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalus tzabcan"
 ]
}

 The dataset includes 676 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001937-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/8dc68457-489d-4d74-a698-57455bb11e3b
title: Post-processing for: On the effects of dimensionality reduction and hyperparameter optimization on ML-FGM accuracy

description: Post-processing methods used to derive the results and produce the plots presented in Chapter 4 of the doctoral dissertation of Evert Bunschoten titled <em>Consistent data-driven equations of state for reacting and nonideal compressible fluids . </em>
DOI: 10.4121/8dc68457-489d-4d74-a698-57455bb11e3b.v1
title: Post-processing for: On the effects of dimensionality reduction and hyperparameter optimization on ML-FGM accuracy

description: Post-processing methods used to derive the results and produce the plots presented in Chapter 4 of the doctoral dissertation of Evert Bunschoten titled <em>Consistent data-driven equations of state for reacting and nonideal compressible fluids . </em>
DOI: 10.5281/zenodo.18431152
title: Periodic trends in the room temperature dehalogenation of halobenzenes catalyzed by Rh/Al2O3

description: supplemental data for publication of the same name.  Detailed information on calculations for this paper.
DOI: 10.5281/zenodo.18431153
title: Periodic trends in the room temperature dehalogenation of halobenzenes catalyzed by Rh/Al2O3

description: supplemental data for publication of the same name.  Detailed information on calculations for this paper.
DOI: 10.34740/kaggle/dsv/14676238
title: Customer Segmentation Dataset
DOI: 10.15468/dl.qxmtfz
title: Occurrence Download

description: A dataset containing 1935 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lactarius semisanguifluus"
 ]
}

 The dataset includes 1935 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001938-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/0f2dfee7-bd8e-4a1f-b30b-ec93e5dce40f
title: Methods and data for: Sensitivity Analysis of an ORC Stator Vane

description: Scripts and data used to perform the sensitivity analysis of an annular ORC stator blade using the SU2 discrete adjoint solver and the EEoS-PINN model according to the methods documented in Chapter 5 of the doctoral dissertation of E.C.Bunschoten titled <em>Consistent Data-Driven Equations of State for Reacting and Nonideal Compressible Fluids </em>.
DOI: 10.4121/0f2dfee7-bd8e-4a1f-b30b-ec93e5dce40f.v1
title: Methods and data for: Sensitivity Analysis of an ORC Stator Vane

description: Scripts and data used to perform the sensitivity analysis of an annular ORC stator blade using the SU2 discrete adjoint solver and the EEoS-PINN model according to the methods documented in Chapter 5 of the doctoral dissertation of E.C.Bunschoten titled <em>Consistent Data-Driven Equations of State for Reacting and Nonideal Compressible Fluids </em>.
DOI: 10.5281/zenodo.18431241
title: Ebiox_Batch_Test
DOI: 10.5281/zenodo.18431242
title: Ebiox_Batch_Test
DOI: 10.6084/m9.figshare.31210868
title: Transcriptomic subtyping of COVID-19 reveals three distinct immune response profile

description: The current clinical classification of coronavirus disease 2019 (COVID-19) does not adequately capture the biological heterogeneity observed among patients. To address this gap, the present study aimed to identify distinct subtypes of severe COVID-19 through unsupervised clustering analysis. We analyzed nine publicly available RNA sequencing datasets of peripheral blood samples from the GEO database. After identifying differentially expressed genes (DEGs), we applied a consensus clustering algorithm to classify the samples into distinct subtypes. To further characterize these subtypes, we performed gene set enrichment analysis and assessed immune cell infiltration to understand their underlying biological mechanisms. Based on the 139 upregulated DEGs of severe COVID-19 infection, patients were divided into subtype A, subtype B, and subtype C, each with different molecular and cellular characteristics. Subtype A was characterized by activated neutrophils that undergo degranulation and respond to bacteria or fungi. Subtype B showed significant activation in canonical pathways associated with interferon-alpha/beta signaling. Subtype C was characterized by immune cell activation associated with pathways of mitotic and cell cycle. These results facilitate the development of a precise classification framework, which informs the design of molecular diagnosis and provides actionable guidelines for stratified therapy in severe COVID-19 infection in the future.
DOI: 10.6084/m9.figshare.31210868.v1
title: Transcriptomic subtyping of COVID-19 reveals three distinct immune response profile

description: The current clinical classification of coronavirus disease 2019 (COVID-19) does not adequately capture the biological heterogeneity observed among patients. To address this gap, the present study aimed to identify distinct subtypes of severe COVID-19 through unsupervised clustering analysis. We analyzed nine publicly available RNA sequencing datasets of peripheral blood samples from the GEO database. After identifying differentially expressed genes (DEGs), we applied a consensus clustering algorithm to classify the samples into distinct subtypes. To further characterize these subtypes, we performed gene set enrichment analysis and assessed immune cell infiltration to understand their underlying biological mechanisms. Based on the 139 upregulated DEGs of severe COVID-19 infection, patients were divided into subtype A, subtype B, and subtype C, each with different molecular and cellular characteristics. Subtype A was characterized by activated neutrophils that undergo degranulation and respond to bacteria or fungi. Subtype B showed significant activation in canonical pathways associated with interferon-alpha/beta signaling. Subtype C was characterized by immune cell activation associated with pathways of mitotic and cell cycle. These results facilitate the development of a precise classification framework, which informs the design of molecular diagnosis and provides actionable guidelines for stratified therapy in severe COVID-19 infection in the future.
DOI: 10.6084/m9.figshare.30958003
title: Triglyceride-glucose index as a novel predictor of major adverse cardiovascular events in patients with coronary revascularization: a meta-analysis of cohort studies

description: The triglyceride-glucose index (TyG) has gained attention as an alternative indicator for assessing insulin resistance (IR). The purpose of this study was to comprehensively summarize the correlation between the TyG index and cardiovascular events in patients with coronary revascularization. PubMed, Web of Science, Embase, and The Cochrane Library databases were searched to find relevant literature on the prognostic assessment of TyG index in patients undergoing coronary artery revascularization. Utilize the risk ratio (RR) and its 95% confidence interval (CI) as the standard for assessing the correlation between TyG and major adverse cardiovascular events (MACEs) in patients undergoing coronary artery revascularization. Conduct sensitivity analysis and subgroup analysis to detect the sources of heterogeneity and assess the stability of the results. A total of 12 studies involving 9,973 participants were included. The results of the study indicate that a high TyG index was related to the major adverse cardiovascular event in patients undergoing coronary artery revascularization (RR:2.0,95%CI: 1.71–2.35, <i>I<sup>2</sup></i>=76.2%, <i>p</i> &lt; 0.0001). Subgroup analysis reveals that the probability of MACEs occurring in patients with high TyG index is higher than in those with low TyG index after two different coronary artery revascularization procedures: CABG group (RR:2.10, 95%CI:1.80–2.45, I2 = 20.9%, <i>p</i> = 0.0001). PCI group: (RR:1.94, 95%CI:1.54–2.46, I2 = 84.2%, <i>p</i> &lt; 0.00001). Additionally, we also demonstrated the prognostic value of the TyG index in all-cause mortality(<i>p</i> = 0.003), non-fatal myocardial infarction(<i>p</i> = 0.003), non-fatal stroke(<i>p</i> &lt; 0.0001) and repeat revascularization(<i>p</i> &lt; 0.0001). Higher TyG index may be independently associated with higher incidence of MACEs in patients with coronary revascularization.