cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17028/rd.lboro.30529292
title: Supplementary information files for "Transported PDF and MMC modelling of local extinction in turbulent piloted NH3/H2/N2-air jet flames"

description: Supplementary files for article "Transported PDF and MMC modelling of local extinction in turbulent piloted NH3/H2/N2-air jet flames"<br><br>Ammonia is a potential alternative fuel for decarbonising hard-to-abate sectors. Practical utilisation is hindered by unfavourable combustion properties that include slow chemical kinetics, low flame speeds and high nitrogen oxide emissions. These challenges are further exacerbated by local extinction in turbulent flames driven by turbulence–chemistry interactions. This study uses the joint-scalar transported probability density function (JPDF) and Multiple Mapping Conditioning (MMC) frameworks, both of which inherently provide a closed chemical source term treatment, to investigate such interactions in two turbulent ammonia–hydrogen–nitrogen–air flames exhibiting local extinction. The flames have been experimentally characterised and correspond to 59.2% (Flame D) and 88.9% (Flame F) of the blow-off velocity. The performance of JPDF methods, featuring Modified Curl’s (JPDF-MC) and Euclidean Minimum Spanning Tree (JPDF-EMST) closures for transport in scalar space, is evaluated alongside the MMC-based MMC-MC and MMC-IEM models for predicting local extinction. All four models provide generally good predictions for Flame D, but show noticeable differences for Flame F, particularly where local extinction is extensive. The JPDF-EMST closure predicts the least amount of local extinction, followed by MMC-IEM, with JPDF-MC and MMC-MC providing closer agreement with experimental data. The presence of NH3 containing fluid in fuel lean regions for Flame F is related to local extinction events with computed results found to be sensitive to very minor changes ( ) in the fuel jet exit velocity. The MMC-MC formulation improves predictions of temperature PDFs in fuel-rich regions and OH PDFs in fuel-lean regions due to the enforced localness of transport in scalar space.<br><br>© The Author(s), CC BY 4.0
DOI: 10.17028/rd.lboro.30529292.v1
title: Supplementary information files for "Transported PDF and MMC modelling of local extinction in turbulent piloted NH3/H2/N2-air jet flames"

description: Supplementary files for article "Transported PDF and MMC modelling of local extinction in turbulent piloted NH3/H2/N2-air jet flames"<br><br>Ammonia is a potential alternative fuel for decarbonising hard-to-abate sectors. Practical utilisation is hindered by unfavourable combustion properties that include slow chemical kinetics, low flame speeds and high nitrogen oxide emissions. These challenges are further exacerbated by local extinction in turbulent flames driven by turbulence–chemistry interactions. This study uses the joint-scalar transported probability density function (JPDF) and Multiple Mapping Conditioning (MMC) frameworks, both of which inherently provide a closed chemical source term treatment, to investigate such interactions in two turbulent ammonia–hydrogen–nitrogen–air flames exhibiting local extinction. The flames have been experimentally characterised and correspond to 59.2% (Flame D) and 88.9% (Flame F) of the blow-off velocity. The performance of JPDF methods, featuring Modified Curl’s (JPDF-MC) and Euclidean Minimum Spanning Tree (JPDF-EMST) closures for transport in scalar space, is evaluated alongside the MMC-based MMC-MC and MMC-IEM models for predicting local extinction. All four models provide generally good predictions for Flame D, but show noticeable differences for Flame F, particularly where local extinction is extensive. The JPDF-EMST closure predicts the least amount of local extinction, followed by MMC-IEM, with JPDF-MC and MMC-MC providing closer agreement with experimental data. The presence of NH3 containing fluid in fuel lean regions for Flame F is related to local extinction events with computed results found to be sensitive to very minor changes ( ) in the fuel jet exit velocity. The MMC-MC formulation improves predictions of temperature PDFs in fuel-rich regions and OH PDFs in fuel-lean regions due to the enforced localness of transport in scalar space.<br><br>© The Author(s), CC BY 4.0
DOI: 10.5281/zenodo.17519130
title: Datasets for "Differential expression analysis for spatially correlated data using smiDE"
DOI: 10.5281/zenodo.17519131
title: Datasets for "Differential expression analysis for spatially correlated data using smiDE"
DOI: 10.15468/dl.wfuc4j
title: Occurrence Download

description: A dataset containing 3021877 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((75 30,85 30,85 35,75 35,75 30))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3021877 records from 502 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014626-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y33m26
title: Occurrence Download

description: A dataset containing 491 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "DatasetKey is one of (EOD – eBird Observation Dataset, Occurrence dataset from the waterbird survey of Miyun Reservoir, Beijing, China, Birda - Global Observation Dataset, iNaturalist Research-grade Observations)",
 "GadmGid is CHN.2_1",
 "License is CC-BY 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2005-2005"
 ]
}

 The dataset includes 491 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014665-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjzzw9
title: Occurrence Download

description: A dataset containing 3675 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crataegus pinnatifida"
 ]
}

 The dataset includes 3675 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014669-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pqxna
title: Occurrence Download

description: A dataset containing 324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neovison vison",
 "HasCoordinate is true",
 "Country is France"
 ]
}

 The dataset includes 324 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014668-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujw8he
title: Occurrence Download

description: A dataset containing 17803 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neovison vison",
 "HasCoordinate is true",
 "Country is United Kingdom of Great Britain and Northern Ireland"
 ]
}

 The dataset includes 17803 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014666-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkc4z5
title: Occurrence Download

description: A dataset containing 1378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neovison vison",
 "HasCoordinate is true",
 "Country is Ireland"
 ]
}

 The dataset includes 1378 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014667-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3f3ve
title: Occurrence Download

description: A dataset containing 53417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Tropicos MO Specimen Data",
 "Geometry POLYGON((42.65574 -16.27336,54.96243 -16.27336,54.96243 -11.35328,42.65574 -11.35328,42.65574 -16.27336))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 53417 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014653-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17520554
title: Plant trait diversity and magnitude as predictors of soil microbial ecosystem functions: a meta-analysis

description: The dataset, provided as Supplementary Material, compiles 2,462 correlations between plant traits and ecosystem functions (EFs) extracted from multiple studies, with each row representing a unique trait–EF combination across traits, functions, treatments, or sites. It includes two sheets: metadata, containing definitions, units, and variable descriptions, and data, structured into thematic blocks. The first block contains plant trait information, including trait identity, units, and level (distinguishing trait magnitude and trait diversity metrics), as well as functional classifications by type (morphological or physiological), location (aboveground, belowground, or whole plant), and tissue. Morphological traits describe structural features such as size, architecture, and biomass allocation (e.g., SLA, SRL, root diameter), while physiological traits capture chemical and metabolic processes related to resource use (e.g., N, P, C content, photosynthesis, respiration). The second block contains EF data, detailing function names, classifications, microbial components, methods, and units. Ecosystem functions are organized hierarchically: at the broadest level, into rates of processes (e.g., nutrient cycling, decomposition, respiration) and pools of materials (e.g., organic matter, nutrients, microbial biomass), with further subdivisions specifying material type and form. The final block includes study and site metadata, such as article ID, plant species and life form, experimental setting, site name and coordinates, climate classification, and ecosystem type, with additional details (e.g., Olson biome and Köppen climate categories) provided in supplementary tables and figures. Overall, the dataset offers a standardized, hierarchically organized synthesis linking plant functional traits—both magnitude and diversity metrics—to ecosystem functions across a wide range of biomes, climates, and experimental contexts.
DOI: 10.26083/tuprints-00003677
title: Vorgenommene Änderungen am Programmcode von Ptolemy II

description: Im Rahmen meiner Tätigkeit an der TU Darmstadt habe ich verschiedene Änderungen am Programmcode von Ptolemy II vorgenommen. Die Möglichkeit, die Simulation durch ein Skript zu steuern, stellt dabei die größte Neuerung dar. Darüber hinaus habe ich der Aktorbibliothek von Ptolemy II einige nützliche Aktoren hinzugefügt und kleinere Fehler behoben.
DOI: 10.15468/dl.wcrhs4
title: Occurrence Download

description: A dataset containing 963506 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Gasteria carinata, Amyema lucasii, Chiococca alba, Rubus postumus, Trisetum flavescens, Sedum maireanum, Caragana leiocalycina, Hyaenanche globosa, Amyema congener, Combretum indicum, Claytonia megarhiza, Biscutella valentina, Goodenia holtzeana, Jasminum glaucum, Trachelanthus cerinthoides, Petrosedum ochroleucum, Drimia ciliata, Thesium confusum, Verticordia nitens, Anthemis macrotis, Zyrphelis foliosa, Lathrocasis tenerrima, Dracaena aethiopica, Bellevalia paradoxa, Thesium brachystylum, Aeonium nobile, Bletia mexicana, Bahiopsis carterae, Gorteria piloselloides, Aeonium canariense, Anthemis alpestris, Drimia ecklonii, Aeonium smithii, Antimima pilosula, Alchemilla buseri, Geranium makmelicum, Festuca lambinonii, Alchemilla serbica, Nothoscordum gracile, Argyrolobium angustissimum, Schlagintweitia huteri, Atriplex turbinata, Chiropetalum tricuspidatum, Argyrolobium baptisioides, Atriplex coulteri, Frangula purshiana, Marcus-Kochia arenaria, Geranium harveyi, Ranunculus dregei, Antimima tuberculosa, Curio radicans, Antimima brevicarpa, Rostraria litorea, Baccharis juncea, Eberlanzia sedoides, Antimima vanzijlii, Alchemilla ellenbergiana, Thinopyrum flaccidifolium, Festuca rothmaleri, Astrebla lappacea, Sparaxis bulbifera, Alchemilla maroccana, Cydonia oblonga, Ceropegia caffra, Linaria repens, Pembertonia latisquamea, Cymbalaria acutiloba, Ferula oopoda, Trichodesma zeylanicum, Euphorbia nocens, Prismatocarpus pedunculatus, Prismatocarpus diffusus, Lotus alpinus, Lawrencia helmsii, Bulbophyllum scaberulum, Lastarriaea coriacea, Chenopodium drummondii, Brachyscome graminea, Mentzelia jonesii, Wahlenbergia macrostachys, Arabidopsis arenosa, Chenopodium spinescens, Ceropegia elongata, Linaria vulgaris, Chenopodium iranicum, Wahlenbergia rubioides, Threlkeldia inchoata, Bupleurum gussonei, Hilliardiella elaeagnoides, Psephellus sintenisii, Parapholis filiformis, Ugni molinae, Chaenostoma multiramosum, Brachylaena neriifolia, Calamagrostis drummondii, Lonicera italica, Schizaea pectinata, Hackelia deflexa)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 963506 records from 3303 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014641-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27w77j
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Alaria angusta"
 ]
}

 The dataset includes 84 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248259-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3r9fjt
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Canoixus japonicus Roelofs, 1873",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0223772-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrh8y7
title: Occurrence Download

description: A dataset containing 5983 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia baileyana F.Muell.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5983 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109214-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bww32x
title: Occurrence Download

description: A dataset containing 1904 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oegopsida",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1904 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256918-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjsvy6
title: Occurrence Download

description: A dataset containing 8150 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 8150 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245352-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnmkyz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllonorycter melacoronis (Kumata, 1963)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0223773-220831081235567/datasets/export for details.
DOI: 10.15468/dl.q7buja
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagenophora mikadoi (Koidz.) Koidz. ex Kitam."
 ]
}

 The dataset includes 37 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002993-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avgv7e
title: Occurrence Download

description: A dataset containing 126148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Barbados",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 126148 records from 311 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0273353-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.usfc56
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllonorycter gigas (Kumata, 1963)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0223778-220831081235567/datasets/export for details.
DOI: 10.15468/dl.brdxgg
title: Occurrence Download

description: A dataset containing 1498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bromus anomalus Rupr. ex E.Fourn.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1498 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066744-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjnjht
title: Occurrence Download

description: A dataset containing 1713 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagenophora petiolata Hook.fil."
 ]
}

 The dataset includes 1713 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003000-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jr8nc
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Andrena dentata Smith, 1879",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 24 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0223775-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3h72wm
title: Occurrence Download

description: A dataset containing 2311 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rana coreana Okada, 1928"
 ]
}

 The dataset includes 2311 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245353-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ng88ce
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Huerteales",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067915-230530130749713/datasets/export for details.
DOI: 10.15468/dl.pbk2qt
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trissopelopia longimanus (Staeger, 1839)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0223776-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntm9cm
title: Occurrence Download

description: A dataset containing 361 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Siphonops annulatus (Mikan, 1822)"
 ]
}

 The dataset includes 361 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0273360-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pn625m
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kohautia gracilis (Wall.) DC."
 ]
}

 The dataset includes 72 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001867-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyn55p
title: Occurrence Download

description: A dataset containing 319525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-17.90481 35.58778,-20.65268 19.20032,54.56719 22.0485,64.78492 34.27797,66.9589 70.91948,38.91451 72.09145,11.3049 71.68597,-25.2684 67.34813,-17.90481 35.58778))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Araucaria Juss., Arctostaphylos Adans., Calocedrus Kurz, Cedrus Trew, Cephalotaxus Siebold & Zucc. ex Endl., Chamaecyparis Spach, Cryptomeria Saalmüller, 1880, Cunninghamia R.Br., Cupressus L., Glyptostrobus Endl., Metasequoia Hu & W.C.Cheng, Podocarpus L'Hér. ex Pers., Pseudolarix Gordon & Glend., Sciadopitys Siebold & Zucc., Sequoia Endl., Sequoiadendron J.Buchholz, Taxodium Rich., Taxus L., Tetraclinis Mast., Thuja L., Thujopsis Siebold & Zucc. ex Endl., Torreya Arn., Tsuga (Endl.) Carrière)"
 ]
}

 The dataset includes 319525 records from 1097 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248262-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqr5h8
title: Occurrence Download

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

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002129-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.