cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30126873.v1
title: Post-COVID-19 disruption of the respiratory microbiome modulates <i>Mycoplasma pneumoniae</i>: a multi-center retrospective investigation study

description: Since the COVID-19 pandemic, there has been a notable resurgence of <i>Mycoplasma pneumoniae</i> pneumonia (MPP) in children, with a concerning rise in the severity of cases. Although changes in post-pandemic respiratory infection patterns have been documented, the reasons behind the increased severity of MPP, especially concerning shifts in the respiratory microbiota, are not well understood. This study aims to explore how pandemic-associated disruptions in respiratory microbiota contribute to MPP severity. Through analysis of multiple independent cohorts, we found that the depletion of protective respiratory microbiota exacerbates MPP severity by reducing colonization resistance against <i>M. pneumoniae</i>. We identified two antagonistic microbiota modules with distinct metabolic features and community structures that regulate pathogen colonization and disease severity. Using a Susceptible-Infected-Recovered (SIR) model, we simulated <i>M. pneumoniae</i> infection dynamics across different microbiota states. Additionally, a machine-learning model based on eight key microbes effectively distinguished between cases and controls and predicted infection severity, offering insights into post-pandemic respiratory infections. This study underscores the essential role of the respiratory microbiota in influencing the severity of <i>M. pneumoniae</i> infections. Our findings offer a framework for managing respiratory infections in the post-pandemic era, highlighting the significance of understanding microbial community dynamics in determining disease outcomes. These insights could guide the development of therapeutic strategies focused on restoring or enhancing the protective microbiota, which may offer an effective strategy for the management of MPP and other respiratory infections.
DOI: 10.15468/dl.9azrz9
title: Occurrence Download

description: A dataset containing 440 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 (Celmisia traversii)"
 ]
}

 The dataset includes 440 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018353-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umgpxb
title: Occurrence Download

description: A dataset containing 800173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myiopsitta monachus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 800173 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018308-250920141307145/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.30215359.v3
title: <b>Predictive Networks Generate Motion-Induced Color Illusions</b>

description: We developed Artificial Neural Network models capable of generating artificial subjective color and leveraged these computational frameworks to investigate the underlying mechanisms of subjective color perception. Here we publish the data and code used in the research.
DOI: 10.4121/b26f4168-6359-4257-8ef2-3362d6bc6593
title: Data supporting the paper "Modelling gross primary productivity across different ecosystem types"

description: Data supporting the paper "Modelling gross primary productivity across different European ecosystems types: evaluating the versatility of SARIMAX, XGBoost, and LSTM using ICOS FLUXNET and Sentinel-2 Data." The zip file contains figures and supplementary information, and the input and output data described in the publication. Additionally, the individual and unified models presented in the paper also provided. A description of the files is provided in the "ReadME.txt" file.
DOI: 10.15468/dl.vwfjhf
title: Occurrence Download

description: A dataset containing 1130935 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Muscicapa striata)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1130935 records from 1873 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018301-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tp3jxq
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bahamas",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Metopium toxiferum (L.) Krug & Urb."
 ]
}

 The dataset includes 70 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038680-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5bwfh
title: Occurrence Download

description: A dataset containing 1070 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atriplex micrantha Ledeb."
 ]
}

 The dataset includes 1070 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007573-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhv54e
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((42.25988 27.49177,149.74012 27.49177,149.74012 70.50823,42.25988 70.50823,42.25988 27.49177))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ahlbergia frivaldszkyi (Lederer) Lederer"
 ]
}

 The dataset includes 187 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046383-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7raa7v
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-69.55127 48.08604,-67.07385 49.12608,-66.85756 49.52335,-68.27323 49.43392,-69.07938 49.01015,-69.90518 48.23032,-69.55127 48.08604))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anarhichas denticulatus Krøyer, 1845"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038679-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsr4mj
title: Occurrence Download

description: A dataset containing 4533 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aerva javanica (Burm.fil.) Juss."
 ]
}

 The dataset includes 4533 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017335-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wliwnz
title: Occurrence Download

description: A dataset containing 16796 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tamias minimus Bachman, 1839"
 ]
}

 The dataset includes 16796 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007573-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syvepe
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lappula himalayensis C.J.Wang"
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038641-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwkuxy
title: Occurrence Download

description: A dataset containing 84836 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Year 1819-2017",
 "Geometry POLYGON ((-15.468749999999998 32.96075006119184, -15.468749999999998 71.6802483295462, 51.328125 71.6802483295462, 38.67187499999999 58.07787626787517, 38.67187499999999 33.43144133557529, -15.468749999999998 32.96075006119184))",
 "HasCoordinate is true",
 "TaxonKey is Lepus europaeus Pallas, 1778",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 84836 records from 262 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007573-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8s99wt
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((80.39793 18.65076,154.60207 18.65076,154.60207 48.34924,80.39793 48.34924,80.39793 18.65076))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Celastrina oreas"
 ]
}

 The dataset includes 47 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046385-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5syjxp
title: Occurrence Download

description: A dataset containing 450 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lappula marginata (M.Bieb.) Gürke"
 ]
}

 The dataset includes 450 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038718-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvozna
title: Occurrence Download

description: A dataset containing 21541 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbarium of the Université Libre de Bruxelles"
 ]
}

 The dataset includes 21541 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007574-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ms5dj
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aerva madagassica Suess."
 ]
}

 The dataset includes 27 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017336-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zjssj
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kostermanthus heteropetalus (Scort. ex King) Prance"
 ]
}

 The dataset includes 159 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038692-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.785gfn
title: Occurrence Download

description: A dataset containing 349880 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2023-11-10",
 "EventDate is less than or equal to 2023-12-10",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 349880 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046396-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eqf0gz
title: Occurrence Download

description: A dataset containing 19120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudotsuga menziesii (Mirb.) Franco",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19120 records from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007574-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x2uqzv
title: Occurrence Download

description: A dataset containing 363 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lappula intermedia (Ledeb.) Popov"
 ]
}

 The dataset includes 363 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038646-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pgqe3j
title: Occurrence Download

description: A dataset containing 668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionKey is ea90fdb2-e930-4044-bfea-4f7d877fe7d5",
 "RecordedBy is one of (e.j. taquet)"
 ]
}

 The dataset includes 668 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046406-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjcjsj
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pentalonia nigronervosa Coquerel, 1859",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 28 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007574-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gj52da
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bahamas",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Geocapromys ingrahami (J.A.Allen, 1891)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038673-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wyuury
title: Occurrence Download

description: A dataset containing 597830 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-26.86284 -23.68024,-28.50293 -1.96878,-28.50293 -1.96878,-63.35173 26.09131,-56.563 53.24623,-141.19581 51.88849,-71.95079 -63.97251,-26.86284 -23.68024))",
 "TaxonKey is Danaus plexippus (Linnaeus, 1758)"
 ]
}

 The dataset includes 597830 records from 191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046409-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.neazav
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Occurrence of mammalia relicts at site la Grotte des Eglises"
 ]
}

 The dataset includes 41 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007574-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zr964j
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lappula lenensis Popov ex Ovczinnikova"
 ]
}

 The dataset includes 32 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038687-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vv86yp
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbophyllum caudatum Lindl."
 ]
}

 The dataset includes 33 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072992-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bykwev
title: Occurrence Download

description: A dataset containing 45450 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apis mellifera Linnaeus, 1758",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 45450 records from 365 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007575-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gksdxm
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Klasea mouterdei (Arènes) Greuter & Wagenitz"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038698-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptu5fd
title: Occurrence Download

description: A dataset containing 583 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fimbriaphyllia ancora (Veron & Pichon, 1980)"
 ]
}

 The dataset includes 583 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046442-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uuj0j5
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Occurrence of mammalia relicts at site la Grotte Maldidier"
 ]
}

 The dataset includes 39 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007575-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nghnfm
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kostermanthus malayanus (Kosterm.) Prance"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038697-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pt8p5z
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material citation, Occurrence evidence, Material sample)",
 "Country is Mexico",
 "Geometry POLYGON((-92.85213 16.18765,-86.33334 16.18765,-86.33334 21.94615,-92.85213 21.94615,-92.85213 16.18765))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tapirus bairdii (Gill, 1865)",
 "Year 1994-2024"
 ]
}

 The dataset includes 116 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046419-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kx8g28
title: Occurrence Download

description: A dataset containing 6041 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Klasea nudicaulis (L.) Fourr."
 ]
}

 The dataset includes 6041 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038705-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15131/shef.data.26053501
title: Quantitative responses and demographic data for barriers to coding project

description: A mixed methods study investigating potential barriers and drivers amongst undergraduate physics students linked to their prior experience (or lack of) with learning to code before coming to university to study. The context underpinning this work is that all accredited physics programmes in the UK are required to teach at least one coding language as part of their curriculum. This requirement could introduce or widen the attainment gap between students who have the opportunity to learn to code prior to attending university (via school, family members or local clubs) and those who do not.This study adopted a mixed methods approach via a survey sent to 5 UK institutions containing scale and free text questions. The first question differentiated respondents between Prior experience and No Prior experience, allowing for differences between these groups to be investigated. Demographic information was also collected to investigate potential gender and/or ethnicity effects on coding experience.Ethical approval was obtained at the University of Sheffield (Reference Number 030865)