cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29390177
title: 研究date.xlsx

description: 背景： 本研究旨在确定区分五人制足球胜负球队的关键绩效指标 （KPIs），重点关注 2024 年泰国五人制足球亚洲杯期间的平衡和不平衡比赛。方法： 分析 120 场比赛 （不包括 10 场平局） 的数据。比赛分为平衡（净胜球 ≤2，n=44）和不平衡（净胜球 &gt;2，n=16）。包括总射门数、射正数、传球准确性、控球率和黄牌在内的表现指标是从 AFC 官方来源收集的。进行 T 检验、 Mann-Whitney U 检验、效应量和判别分析。结果： 在平衡的比赛中，获胜球队的总射门数和射正数明显更高 （p&lt;0.05）。在不平衡的比赛中，胜者在所有指标上都优于败者，尤其是在黄牌、射正和传球准确性方面。判别分析确定总射门数 （SC=0.970） 和射正数 （SC=0.605） 是平衡比赛的关键;黄牌 （SC=0.587）、射正 （SC=0.584） 和传球准确率 （SC=0.383） 在不平衡的比赛中最相关。结论：投篮效率在比赛类型中至关重要，而控球和纪律进一步影响不平衡的结果。这些发现为表现分析和五人制足球特定的训练策略提供了信息。
DOI: 10.6084/m9.figshare.29390177.v1
title: 研究date.xlsx

description: 背景： 本研究旨在确定区分五人制足球胜负球队的关键绩效指标 （KPIs），重点关注 2024 年泰国五人制足球亚洲杯期间的平衡和不平衡比赛。方法： 分析 120 场比赛 （不包括 10 场平局） 的数据。比赛分为平衡（净胜球 ≤2，n=44）和不平衡（净胜球 &gt;2，n=16）。包括总射门数、射正数、传球准确性、控球率和黄牌在内的表现指标是从 AFC 官方来源收集的。进行 T 检验、 Mann-Whitney U 检验、效应量和判别分析。结果： 在平衡的比赛中，获胜球队的总射门数和射正数明显更高 （p&lt;0.05）。在不平衡的比赛中，胜者在所有指标上都优于败者，尤其是在黄牌、射正和传球准确性方面。判别分析确定总射门数 （SC=0.970） 和射正数 （SC=0.605） 是平衡比赛的关键;黄牌 （SC=0.587）、射正 （SC=0.584） 和传球准确率 （SC=0.383） 在不平衡的比赛中最相关。结论：投篮效率在比赛类型中至关重要，而控球和纪律进一步影响不平衡的结果。这些发现为表现分析和五人制足球特定的训练策略提供了信息。
DOI: 10.15468/dl.cxayrm
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is AquaInvaders"
 ]
}

 The dataset includes 185 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067004-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/oznmen
title: MDM_211.tab

description: :unav
DOI: 10.57745/oqc0gy
title: MDM_231.tab

description: :unav
DOI: 10.57745/vskpyp
title: MDM_206.tab

description: :unav
DOI: 10.57745/p1r0wt
title: MDM_204.tab

description: :unav
DOI: 10.57745/zxsoro
title: MDM_207.tab

description: :unav
DOI: 10.57745/avjidv
title: MDM_221.tab

description: :unav
DOI: 10.57745/qvtxrn
title: MDM_232.tab

description: :unav
DOI: 10.57745/okzsyi
title: VTP_489.tab

description: :unav
DOI: 10.57745/xtylo2
title: WR_487.CSV

description: :unav
DOI: 10.57745/jjndie
title: BODY_497.CSV

description: :unav
DOI: 10.57745/dql3pn
title: STAB_HTP_505.CSV

description: :unav
DOI: 10.57745/80zlqe
title: HTP_503.CSV

description: :unav
DOI: 10.57745/i4xp9k
title: STAB_WL_505.CSV

description: :unav
DOI: 10.57745/cswse0
title: STAB_WL_507.CSV

description: :unav
DOI: 10.57745/b3rchu
title: BODY_503.CSV

description: :unav
DOI: 10.57745/pouvxx
title: VTP_503.tab

description: :unav
DOI: 10.57745/jyrib5
title: BODY_519.CSV

description: :unav
DOI: 10.48804/krdbeg
title: Assessing the effect of GA application on Pyrus communis pear deformation

description: Dataset collected for the assessment of the effect of gibberellin treatments on pear fruit deformation in Pyrus communis cultivars "Conference" and "Doyenné du Comice" in comparison to cross-pollination, self-pollination and no pollination. Dataset includes shape images of "Conference" and "Doyenné du Comice" fruits at harvest and information regarding the applied treatment at flowering and the position of the pear in the cluster. Also measurements of the fruit dimensions (width/height/aspect ratio) throughout fruit development for each inidivdual pear are included.
DOI: 10.57745/tjelrn
title: STAB_VTP_507.tab

description: :unav
DOI: 10.57745/riwssu
title: WL_489.CSV

description: :unav
DOI: 10.57745/lsqr0n
title: HTP_516.CSV

description: :unav
DOI: 10.57745/7oulwk
title: HTP_497.CSV

description: :unav
DOI: 10.57745/jdfpzd
title: HTP_519.CSV

description: :unav
DOI: 10.57745/eivjtn
title: STAB_WR_507.CSV

description: :unav
DOI: 10.57745/rexqfe
title: STAB_HTP_507.CSV

description: :unav
DOI: 10.57745/3i8sxx
title: BODY_521.CSV

description: :unav
DOI: 10.57745/jruqzg
title: WL_499.CSV

description: :unav
DOI: 10.57745/klaa2x
title: BODY_489.CSV

description: :unav
DOI: 10.57745/ul97sf
title: WR_515.CSV

description: :unav
DOI: 10.57745/gne3pr
title: HTP_491.CSV

description: :unav
DOI: 10.57745/7s0tyj
title: VTP_521.tab

description: :unav
DOI: 10.57745/pz8dmd
title: VTP_511.tab

description: :unav
DOI: 10.57745/k0ocgx
title: WL_503.CSV

description: :unav
DOI: 10.57745/llt7bh
title: WL_521.CSV

description: :unav
DOI: 10.57745/hyemy1
title: HTP_489.CSV

description: :unav
DOI: 10.57745/jvrmry
title: VTP_497.tab

description: :unav
DOI: 10.57745/waorfe
title: WR_518.CSV

description: :unav
DOI: 10.57745/v6wumw
title: WR_489.CSV

description: :unav
DOI: 10.57745/39uq4p
title: STAB_VTP_505.tab

description: :unav
DOI: 10.57745/wisym4
title: HTP_518.CSV

description: :unav
DOI: 10.57745/elwhir
title: BODY_511.CSV

description: :unav
DOI: 10.57745/tsm4gb
title: BODY_499.CSV

description: :unav
DOI: 10.57745/ozh3ct
title: WR_516.CSV

description: :unav
DOI: 10.57745/ptlira
title: STAB_BODY_507.CSV

description: :unav
DOI: 10.5281/zenodo.15727981
title: The Endocannabinoid System Drives Eosinophil Infiltration During Eosinophilic Esophagitis

description: Datasets for Gruden et al. The Endocannabinoid System Drives Eosinophil Infiltration During Eosinophilic Esophagitis. Cell Mol Gastroenterol Hepatol. 2025 Apr 11;19(8):101515. doi: 10.1016/j.jcmgh.2025.101515. Epub ahead of print. PMID: 40221089; PMCID: PMC12143766.
DOI: 10.5281/zenodo.15727982
title: The Endocannabinoid System Drives Eosinophil Infiltration During Eosinophilic Esophagitis

description: Datasets for Gruden et al. The Endocannabinoid System Drives Eosinophil Infiltration During Eosinophilic Esophagitis. Cell Mol Gastroenterol Hepatol. 2025 Apr 11;19(8):101515. doi: 10.1016/j.jcmgh.2025.101515. Epub ahead of print. PMID: 40221089; PMCID: PMC12143766.
DOI: 10.57745/yyls0o
title: VTP_518.tab

description: :unav
DOI: 10.57745/y6tif0
title: VTP_515.tab

description: :unav
DOI: 10.57745/72o4cn
title: WL_491.CSV

description: :unav
DOI: 10.57745/sfpn5r
title: WR_495.CSV

description: :unav
DOI: 10.57745/kh0qie
title: WL_518.CSV

description: :unav
DOI: 10.57745/uejadv
title: VTP_519.tab

description: :unav
DOI: 10.57745/9jfbxd
title: WR_521.CSV

description: :unav
DOI: 10.57745/bb0xgi
title: HTP_495.CSV

description: :unav
DOI: 10.57745/jftj5i
title: WL_516.CSV

description: :unav
DOI: 10.57745/y97qr3
title: WL_515.CSV

description: :unav
DOI: 10.57745/censyr
title: WL_495.CSV

description: :unav
DOI: 10.57745/fhvbh7
title: WL_511.CSV

description: :unav
DOI: 10.57745/d8clms
title: VTP_499.tab

description: :unav
DOI: 10.57745/nxpkia
title: WR_499.CSV

description: :unav
DOI: 10.57745/kkllya
title: WR_503.CSV

description: :unav
DOI: 10.57745/ljajzy
title: VTP_491.tab

description: :unav
DOI: 10.57745/mkzfi5
title: STAB_BODY_505.CSV

description: :unav
DOI: 10.15468/dl.vfprqp
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nitzschia draveillensis Coste & Ricard, 1980, Nitzschia frequens Hustedt, 1957, Nitzschia paleaeformis Hustedt, 1950, Nitzschia perspicua Cholnoky, 1960, Nitzschia pumila Hustedt, 1954, Nitzschia radicula Hustedt, 1942, Nitzschia solita Hustedt, 1953, Nitzschia spiculum Hustedt, 1949, Nitzschia subsalsa Cholnoky, 1968, Pinnularia microstauron Mayer, 1913, Stephanodiscus minutulus (Kützing) Cleve & Möller, 1882, Tryblionella littoralis (Grunow) D.G.Mann, 1990, Tryblionella littoralis Round et al., 1990, Navicula accommoda Hustedt, 1950, Diploneis smithi, Nitzschia littoralis Grunow, 1880, Diploneis smithii (Brébisson) Cleve, 1894, Anomoeoneis sphaerophora E.Pfitzer, 1871, Cyclostephanos invisitatus (Hohn & Hellermann) Theriot, Stoermer & Håkasson, 1988, Stephanodiscus invisitatus Hohn & Hellermann, 1963, Cyclotella atomus Hustedt, 1937, Denticula kuetzingii Grunow, 1862, Encyonema volkii (Rumrich, Krammer & Lange-Bertalot) Krammer, 1997, Cymbella volkii Rumrich, Krammer & Lange-Bertalot, 1993, Fallacia tenera (Hustedt) D.G.Mann, 1990, Navicula tenera Hustedt, 1937, Luticola mutica (Kützing) D.G.Mann, 1990, Navicula microcari Lange-Bertalot, Navicula subrhynchocephala Hustedt, Nitzschia agnita Hustedt, 1957, Nitzschia elegantula Grunow, 1881, Nitzschia fonticola (Grunow) Grunow, 1881, Nitzschia inconspicua Grunow, 1862, Nitzschia lancettula O.F.Müller, Nitzschia rautenbachiae Cholnoky, 1957, Nitzschia siliqua Archibald, 1966, Nitzschia supralitorea Lange-Bertalot, 1979, Nitzschia valdecostata Lange-Bertalot & Simonsen, 1978, Planothidium lanceolatum (Bréb. ex Kütz.) Lange-Bert., Tryblionella gracilis W.Smith, 1853, Encyonopsis cesatii (Rabenhorst) Krammer, 1997, Gomphonema angustatum (Kützing) Rabenhorst, 1864, Mayamaea atomus (Kützing) Lange-Bertalot, 1997, Navicula amphiceropsis Lange-Bertalot & U.Rumrich, Nitzschia rosenstockii Lange-Bertalot, 1980, Planothidium rostratum (Østrup) Lange-Bertalot, 1999, Stauroneis submarina Hustedt, 1956, Achnanthes coarctata (Brébisson ex W.Smith) Grunow, 1880, Nitzschia angustatula Lange-Bertalot, 1987)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 86 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067006-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/ixj5zh
title: WR_519.CSV

description: :unav
DOI: 10.57745/42vqiy
title: HTP_521.CSV

description: :unav
DOI: 10.57745/iujvds
title: VTP_516.tab

description: :unav
DOI: 10.57745/cvoulg
title: WR_497.CSV

description: :unav
DOI: 10.57745/duw4kd
title: BODY_495.CSV

description: :unav
DOI: 10.57745/dxrh6e
title: WR_491.CSV

description: :unav
DOI: 10.57745/60np6s
title: BODY_516.CSV

description: :unav
DOI: 10.57745/y15dj0
title: HTP_487.CSV

description: :unav
DOI: 10.57745/o9w3jr
title: WL_487.CSV

description: :unav
DOI: 10.57745/iu2rve
title: VTP_495.tab

description: :unav
DOI: 10.57745/4hcn0s
title: HTP_499.CSV

description: :unav
DOI: 10.57745/rdomjm
title: WL_519.CSV

description: :unav
DOI: 10.57745/es72wg
title: WR_511.CSV

description: :unav
DOI: 10.57745/ynrxfq
title: STAB_WR_505.CSV

description: :unav
DOI: 10.57745/dns1qx
title: WL_497.CSV

description: :unav
DOI: 10.57745/fwup7k
title: VTP_487.tab

description: :unav
DOI: 10.57745/nd9vkw
title: HTP_511.CSV

description: :unav
DOI: 10.57745/xx54jl
title: BODY_518.CSV

description: :unav
DOI: 10.57745/f0eqbo
title: BODY_491.CSV

description: :unav
DOI: 10.57745/izfwoc
title: HTP_515.CSV

description: :unav
DOI: 10.57745/k2xyew
title: BODY_515.CSV

description: :unav
DOI: 10.57745/wi0x7u
title: BODY_487.CSV

description: :unav
DOI: 10.57745/bnhlwd
title: README.pdf

description: :unav
DOI: 10.15468/dl.57scp7
title: Occurrence Download

description: A dataset containing 523 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-79.35437 43.6474,-79.35258 43.64525,-79.34508 43.6485,-79.34681 43.65091,-79.35437 43.6474))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 523 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067009-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3t6fx
title: Occurrence Download

description: A dataset containing 1215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is TRUE",
 "TaxonKey is one of (Emballonura alecto (Eydoux & Gervais, 1836), Emballonura beccarii Peters & Doria, 1881, Emballonura furax Thomas, 1911, Emballonura monticola Temminck, 1838, Emballonura raffrayana Dobson, 1879, Emballonura serii Flannery, 1994, Mosia nigrescens Gray, 1843, Saccolaimus saccolaimus (Temminck, 1838), Taphozous achates Thomas, 1915, Taphozous longimanus Hardwicke, 1825, Taphozous melanopogon Temminck, 1841, Taphozous theobaldi Dobson, 1872, Nycteris javanica E.Geoffroy, 1813, Nycteris tragata (K.Andersen, 1912), Miniopterus australis Tomes, 1858, Miniopterus fuliginosus (Hodgson, 1835), Miniopterus macrocneme Revilliod, 1914, Miniopterus magnater Sanborn, 1931, Miniopterus medius Thomas & Wroughton, 1909, Miniopterus paululus Hollister, 1913, Miniopterus pusillus Dobson, 1876, Miniopterus shortridgei Laurie & Hill, 1957, Miniopterus tristis (Waterhouse, 1845), Austronomus kuboriensis (McKean & Calaby, 1968), Cheiromeles parvidens Miller & Hollister, 1921, Cheiromeles torquatus Horsfield, 1824, Mops Lesson, 1842, Mops Lesson, 1842, Mops mops (de Blainville, 1840), Mops Lesson, 1842, Mops sarasinorum (A.Meyer, 1899), Mormopterus doriae K.Andersen, 1907, Otomops formosus Chasen, 1939, Otomops johnstonei Kitchener, How & Maryanto, 1992, Ozimops beccarii (Peters, 1881), Kerivoula flora Thomas, 1914, Kerivoula hardwickii (Horsfield, 1824), Kerivoula intermedia Hill & Francis, 1984, Kerivoula krauensis Francis, Kingston & Zubaid, 2007, Kerivoula lenis Thomas, 1916, Kerivoula minuta Miller, 1898, Kerivoula muscina Tate, 1941, Kerivoula papillosa (Temminck, 1840), Kerivoula pellucida (Waterhouse, 1845), Kerivoula picta (Pallas, 1767), Kerivoula pusilla Thomas, 1894, Phoniscus aerosus (Tomes, 1858), Phoniscus atrox Miller, 1905, Phoniscus jagorii (Peters, 1866), Phoniscus papuensis (Dobson, 1878))"
 ]
}

 The dataset includes 1215 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067008-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnxhbz
title: Occurrence Download

description: A dataset containing 5870 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Ostrea edulis Linnaeus, 1758"
 ]
}

 The dataset includes 5870 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067007-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/pfbz-sh65
title: "A Comprehensive Dataset for Nirgundi and Eranda Leaf Disease Identification"

description: "This paper introduces a comprehensive dataset of leaf images collected fromtwo medicinal plants, Eranda (Ricinus communis) and Nirgundi (Vitex negundo), whichare vital to agricultural and medicinal research. The dataset consists of 5,891 images ofEranda leaves and 5,845 images of Nirgundi leaves, capturing natural variations thatoccur under different environmental conditions. These images include diverseperspectives, lighting conditions, and orientations, ensuring that the collection robustlyrepresents the natural variability in leaf appearance. The dataset was meticulouslycurated to offer a wide spectrum of imaging conditions, making it a valuable resource forresearchers investigating plant morphology, environmental impacts on plant health, andthe early detection of potential plant diseases. In addition to its sheer size, the datasetincludes images representing various stages of leaf health, providing a rich resource forexploratory data analysis and the development of diagnostic tools. While the datasetholds promise for a range of applications\u2014including machine learning model trainingand validation\u2014the focus of this paper is to document and share this extensive imagecollection. By making this dataset publicly available, we aim to support the scientificcommunity in developing innovative solutions for plant health monitoring and contributeto the broader field of agricultural research."
DOI: 10.5281/zenodo.15698535
title: Host-specific fungal plant pathogens exhibit distinct interactions with the leaf microbiota of wild grasses

description: This repository contains the data and code for the work: Host-specific fungal plant pathogens exhibit distinct interactions with the leaf microbiota of wild grasses. Victor M. Flores-Nunez, Thaís C. S. Dal'Sasso, Malien Hansen, Graziella Reinhardt, Susanne Braun, Eva H. Stukenbrock
DOI: 10.5281/zenodo.15698536
title: Host-specific fungal plant pathogens exhibit distinct interactions with the leaf microbiota of wild grasses

description: This repository contains the data and code for the work: Host-specific fungal plant pathogens exhibit distinct interactions with the leaf microbiota of wild grasses. Victor M. Flores-Nunez, Thaís C. S. Dal'Sasso, Malien Hansen, Graziella Reinhardt, Susanne Braun, Eva H. Stukenbrock
DOI: 10.15468/dl.8hevvr
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nitzschia draveillensis Coste & Ricard, 1980, Nitzschia frequens Hustedt, 1957, Nitzschia paleaeformis Hustedt, 1950, Nitzschia perspicua Cholnoky, 1960, Nitzschia pumila Hustedt, 1954, Nitzschia radicula Hustedt, 1942, Nitzschia solita Hustedt, 1953, Nitzschia spiculum Hustedt, 1949, Nitzschia subsalsa Cholnoky, 1968, Pinnularia microstauron Mayer, 1913, Stephanodiscus minutulus (Kützing) Cleve & Möller, 1882, Tryblionella littoralis (Grunow) D.G.Mann, 1990, Tryblionella littoralis Round et al., 1990, Navicula accommoda Hustedt, 1950, Diploneis smithi, Nitzschia littoralis Grunow, 1880, Diploneis smithii (Brébisson) Cleve, 1894, Anomoeoneis sphaerophora E.Pfitzer, 1871, Cyclostephanos invisitatus (Hohn & Hellermann) Theriot, Stoermer & Håkasson, 1988, Stephanodiscus invisitatus Hohn & Hellermann, 1963, Cyclotella atomus Hustedt, 1937, Denticula kuetzingii Grunow, 1862, Encyonema volkii (Rumrich, Krammer & Lange-Bertalot) Krammer, 1997, Cymbella volkii Rumrich, Krammer & Lange-Bertalot, 1993, Fallacia tenera (Hustedt) D.G.Mann, 1990, Navicula tenera Hustedt, 1937, Luticola mutica (Kützing) D.G.Mann, 1990, Navicula microcari Lange-Bertalot, Navicula subrhynchocephala Hustedt, Nitzschia agnita Hustedt, 1957, Nitzschia elegantula Grunow, 1881, Nitzschia fonticola (Grunow) Grunow, 1881, Nitzschia inconspicua Grunow, 1862, Nitzschia lancettula O.F.Müller, Nitzschia rautenbachiae Cholnoky, 1957, Nitzschia siliqua Archibald, 1966, Nitzschia supralitorea Lange-Bertalot, 1979, Nitzschia valdecostata Lange-Bertalot & Simonsen, 1978, Planothidium lanceolatum (Bréb. ex Kütz.) Lange-Bert., Tryblionella gracilis W.Smith, 1853, Encyonopsis cesatii (Rabenhorst) Krammer, 1997, Gomphonema angustatum (Kützing) Rabenhorst, 1864, Mayamaea atomus (Kützing) Lange-Bertalot, 1997, Navicula amphiceropsis Lange-Bertalot & U.Rumrich, Nitzschia rosenstockii Lange-Bertalot, 1980, Planothidium rostratum (Østrup) Lange-Bertalot, 1999, Stauroneis submarina Hustedt, 1956, Achnanthes coarctata (Brébisson ex W.Smith) Grunow, 1880, Nitzschia angustatula Lange-Bertalot, 1987)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.5808 -24.13,35.5909 -24.0715,30.5701 -24.0715,30.5701 -28.5786,32.4847 -28.5786,32.55 -28.5222,33.0346 -26.8668,32.9741 -26.7838,33.0415 -26.059,32.9304 -26.0011,32.7994 -26.1281,32.6834 -26.0015,32.813 -25.8728,32.8513 -25.7166,33.3048 -25.3731,35.1489 -24.6699,35.5808 -24.13))"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067010-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15728045
title: Adsorption transition points for random-periodic copolymers calculated by using the method of generating functions
DOI: 10.5281/zenodo.15728046
title: Adsorption transition points for random-periodic copolymers calculated by using the method of generating functions
DOI: 10.5281/zenodo.15728007
title: Thermal biology of Aedes aegypti
DOI: 10.5281/zenodo.15728008
title: Thermal biology of Aedes aegypti
DOI: 10.6084/m9.figshare.29390278
title: Nonparametric bootstrap confidence sets for the quantile ratio

description: This article proposes a nonparametric bootstrap method for constructing confidence sets for quantile ratios, a key metric in inequality analysis. By bootstrapping the ratio directly, the proposed method circumvents a range of inference challenges associated with quantile ratios, particularly those inherited from kernel density estimation and the delta method, especially in heavy-tailed distributions. Simulation results demonstrate that the bootstrap method achieves near-exact coverage while maintaining power, even for extreme quantiles from heavy-tailed distributions, with sample sizes as small as 50 observations. Although developed in the context of income inequality, the approach is valid across both economic and noneconomic settings under fairly general conditions. An empirical application to world inequality shows that inequality remained stable, with a notable decline following the 2008 financial crisis. This challenges the economic convergence hypothesis and supports the view that major events or shocks drive global inequality dynamics. Notably, the empirical results reveal that the proposed method provides significantly different inference compared to standard approaches, underscoring the practical implications of these findings for empirical research and policy formulation.
DOI: 10.6084/m9.figshare.29390278.v1
title: Nonparametric bootstrap confidence sets for the quantile ratio

description: This article proposes a nonparametric bootstrap method for constructing confidence sets for quantile ratios, a key metric in inequality analysis. By bootstrapping the ratio directly, the proposed method circumvents a range of inference challenges associated with quantile ratios, particularly those inherited from kernel density estimation and the delta method, especially in heavy-tailed distributions. Simulation results demonstrate that the bootstrap method achieves near-exact coverage while maintaining power, even for extreme quantiles from heavy-tailed distributions, with sample sizes as small as 50 observations. Although developed in the context of income inequality, the approach is valid across both economic and noneconomic settings under fairly general conditions. An empirical application to world inequality shows that inequality remained stable, with a notable decline following the 2008 financial crisis. This challenges the economic convergence hypothesis and supports the view that major events or shocks drive global inequality dynamics. Notably, the empirical results reveal that the proposed method provides significantly different inference compared to standard approaches, underscoring the practical implications of these findings for empirical research and policy formulation.