cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28200404
title: Supporting Information for<b> "</b>Finite element method for garnet diffusion chronometry<b>"</b>

description: Solving the diffusion equation for species diffusion in garnet provides insights into the duration and rate of geological processes. However, previous research has oversimplified garnet as a sphere, failing to accurately represent the intricate shapes of real minerals and varying boundary conditions, which limits its applicability. In this study, we introduce a numerical approach known as the Finite Element Method (FEM) to overcome these challenges. We thoroughly explain the rationale behind FEM, detailing the procedure for transforming the original diffusion equation into a final linear system for easier resolution. Subsequently, we implemented the method and conducted a comprehensive accuracy analysis involving lutetium (Lu) diffusion within a spherical garnet. Our accuracy analysis reveals that with finer discretization, the relative error is maintained within ±1‰, surpassing the accuracy of LA-ICP-MS by an order of magnitude. This finding underscores the robustness of the method. Furthermore, we conducted two- and three-dimensional numerical diffusion experiments across arbitrarily defined geometries and diverse boundary conditions, which highlight the method’s adaptability for addressing diffusion under these complexities. We conclude that FEM effectively eliminates the geometric constraints of minerals and allows for the application of diverse boundary conditions, thereby holding promise for widespread applications in the field.
DOI: 10.7483/opendata.cms.hji5.25ne
title: /NMSSM_XToYHTo2B2Tau_MX-1600_MY-150_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.0zb9.43bi
title: /NMSSM_XToYHTo2B2Tau_MX-1600_MY-150_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.15468/dl.dljj9v
title: Occurrence Download

description: A dataset containing 4233 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "DatasetKey is Anillamiento SEO_Bird ringing",
 "DatasetKey is EBCC Atlas of European Breeding Birds"
 ]
 },
 "TaxonKey is Prunella collaris (Scopoli, 1769)"
 ]
}

 The dataset includes 4233 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049412-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ts9es
title: Occurrence Download

description: A dataset containing 50222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyclopidae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than 1980"
 ]
}

 The dataset includes 50222 records from 163 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264803-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7sue27
title: Occurrence Download

description: A dataset containing 420 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 Cyanoramphus saisseti J.Verreaux & Des Murs, 1860"
 ]
}

 The dataset includes 420 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003708-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2a1mxp
title: Occurrence Download

description: A dataset containing 4476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 {
 "or" : [
 "DatasetKey is EBCC Atlas of European Breeding Birds",
 "DatasetKey is EOD – eBird Observation Dataset"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Bucanetes githagineus (M.H.K.Lichtenstein, 1823)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4476 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049414-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5n3hzn
title: Occurrence Download

description: A dataset containing 2345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Nanger Lataste, 1885"
 ]
}

 The dataset includes 2345 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016446-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjspfz
title: Occurrence Download

description: A dataset containing 1190 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 Platysteira jamesoni (Sharpe, 1890)"
 ]
}

 The dataset includes 1190 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061387-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ea8jr9
title: Occurrence Download

description: A dataset containing 922623 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scrophulariaceae"
 ]
}

 The dataset includes 922623 records from 1341 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049415-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4y66v8
title: Occurrence Download

description: A dataset containing 1991 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Xantusia riversiana Cope, 1883"
 ]
}

 The dataset includes 1991 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196234-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pimazx
title: Occurrence Download

description: A dataset containing 4823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((96.34 46.87,96.27 46.89,96.12 46.87,95.98 46.88,95.88 47.04,95.78 47.16,95.58 47.22,95.46 47.29,95.35 47.33,95.29 47.32,95.12 47.32,95 47.3,94.83 47.31,94.71 47.25,94.73 47.09,94.81 46.93,94.85 46.82,95 46.69,95.17 46.68,95.29 46.64,95.4 46.53,95.53 46.37,95.62 46.29,95.87 46.21,96.05 46.1,96.25 45.93,96.05 45.92,95.72 45.97,95.42 46,95.15 45.94,94.88 45.91,94.79 45.85,94.76 45.74,94.66 45.66,94.35 45.59,94.24 45.46,94.42 45.26,94.5 45.02,94.47 44.92,94.44 44.83,94.56 44.75,94.81 44.63,94.97 44.56,95.17 44.5,95.35 44.46,95.55 44.45,95.73 44.49,95.87 44.6,95.94 44.71,95.89 44.84,95.75 44.94,95.8 44.97,95.9 44.93,95.98 44.85,96.08 44.79,96.16 44.84,96.06 44.97,95.94 45.07,95.82 45.13,95.86 45.16,96.02 45.13,96.13 45.14,96.23 45.2,96.42 45.22,96.79 45.1,97.15 44.99,97.41 44.89,97.9 44.73,98.41 44.64,98.85 44.53,99.07 44.4,99.35 44.34,99.6 44.28,99.86 44.19,100.1 44.12,100.4 44.08,100.7 44.07,101 44.07,101.1 44.16,101.1 44.35,101.1 44.56,101.1 44.74,101.1 44.91,100.9 44.99,100.7 44.99,100.5 45.02,100.2 45.1,99.98 45.21,100.1 45.27,100.2 45.38,99.87 45.49,99.36 45.67,98.91 45.8,98.5 45.98,98.14 46.23,97.87 46.29,97.34 46.49,96.81 46.46,96.44 46.5,96.48 46.71,96.34 46.87))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4823 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049416-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q58sct
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gagea brevistolonifera Levichev"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003701-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rz7gz6
title: Occurrence Download

description: A dataset containing 3886 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vulpes vulpes (Linnaeus, 1758)"
 ]
}

 The dataset includes 3886 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196233-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.137190
title: Ostracon hiératique Ifao - ODM 2178_nu_2010_00146

description: Référence : nu_2010_00146<br />Site : Deir el-Médina<br />Type : photographie<br />
DOI: 10.15468/dl.e5hdnz
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sparganium ×oligocarpon Ångstr."
 ]
}

 The dataset includes 46 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138192-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.137191
title: Ostracon hiératique Ifao - ODM 2168_nu_2010_00149

description: Référence : nu_2010_00149<br />Site : Deir el-Médina<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.137192
title: Ostracon hiératique Ifao - ODM 2246_nu_2010_00150

description: Référence : nu_2010_00150<br />Site : Deir el-Médina<br />Secteur : TT_290 (Arinefer)<br />Type : photographie<br />
DOI: 10.15468/dl.kr3282
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nectophryne afra Buchholz & Peters, 1875"
 ]
}

 The dataset includes 305 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295861-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9rwvk
title: Occurrence Download

description: A dataset containing 21633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lycium barbarum L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21633 records from 292 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263900-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.137193
title: Ostracon hiératique Ifao - ODM 2171_nu_2010_00164

description: Référence : nu_2010_00164<br />Site : Deir el-Médina<br />Secteur : Village<br />Type : photographie<br />
DOI: 10.15468/dl.2j4ts8
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Singapore",
 "TaxonKey is Xyris complanata R.Br."
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138184-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.137194
title: Ostracon hiératique Ifao - ODM 2186_nu_2010_00166

description: Référence : nu_2010_00166<br />Site : Deir el-Médina<br />Type : photographie<br />
DOI: 10.15468/dl.g5cpr6
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Spatula discors (Linnaeus, 1766)"
 ]
}

 The dataset includes 51 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200263-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.137195
title: Ostracon hiératique Ifao - ODM 2187_nu_2010_00167

description: Référence : nu_2010_00167<br />Site : Deir el-Médina<br />Type : photographie<br />
DOI: 10.15468/dl.p32fs4
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Stachytarpheta jamaicensis (L.) Vahl"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0305821-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jprpz8
title: Occurrence Download

description: A dataset containing 43237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Toxicodendron radicans (L.) Kuntze",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 43237 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0415626-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqc6k9
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sparganium yunnanense Y.D.Chen"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138216-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ba42p
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gracixalus lumarius Rowley, Le, Dau, Hoang & Cao, 2014"
 ]
}

 The dataset includes 20 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0305818-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbeyp9
title: Occurrence Download

description: A dataset containing 1711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Thamnomanes saturninus",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 1711 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087162-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9yz5p
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Symphyllocarpus exilis Maxim."
 ]
}

 The dataset includes 48 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003202-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9yn993
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba chlorantha O.E.Schulz"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043695-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.advetg
title: Occurrence Download

description: A dataset containing 151719 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viola odorata L.",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is False",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is less than 180",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180"
 ]
}

 The dataset includes 151719 records from 926 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007534-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sfnbvh
title: Occurrence Download

description: A dataset containing 363 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Continent is North America",
 "Continent is South America"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sambucus nigra L."
 ]
}

 The dataset includes 363 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029389-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ujwva
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyperolius veithi Schick, Kielgast, Rödder, Muchai, Burger & Lötters, 2010"
 ]
}

 The dataset includes 62 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0305825-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ebpz4
title: Occurrence Download

description: A dataset containing 1136 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum naevosum Dahlst."
 ]
}

 The dataset includes 1136 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007516-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53qxpn
title: Occurrence Download

description: A dataset containing 9944 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lophostrix cristata (Daudin, 1800)"
 ]
}

 The dataset includes 9944 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068399-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12746295
title: Data for "Why Does Atmospheric Radiative Heating Weaken Midlatitude Cyclones?"

description: Datasets of eddy kinetic energy, generation of eddy available potential energy due to radiation, and Northern Hemisphere composites of the covariance between temperaturea and radiative heating anomalies for the control and climatological radiation experiments.
DOI: 10.5281/zenodo.12746296
title: Data for "Why Does Atmospheric Radiative Heating Weaken Midlatitude Cyclones?"

description: Datasets of eddy kinetic energy, generation of eddy available potential energy due to radiation, and Northern Hemisphere composites of the covariance between temperaturea and radiative heating anomalies for the control and climatological radiation experiments.
DOI: 10.15468/dl.t96kgh
title: Occurrence Download

description: A dataset containing 1367 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Penelope pileata Wagler, 1830"
 ]
}

 The dataset includes 1367 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024961-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00010314
title: Evaluating the Antibiotic Susceptibility of Streptococcus pneumoniae and Haemophilus influenzae in Community-Acquired Respiratory Tract Infections (CA-RTIs) Across Countries Over a 3-Year Period. 

description:  Antibiotic Susceptibility of Streptococcus pneumoniae and Haemophilus influenzae in Community-Acquired Respiratory Tract Infections (CA-RTIs)
Background and Summary
Antimicrobial resistance (AMR) is a growing global health concern, particularly in treating bacterial infections such as community-acquired respiratory tract infections (CA-RTIs). Streptococcus pneumoniae and Haemophilus influenzae are common pathogens responsible for CA-RTIs. Understanding their antibiotic susceptibility is critical to guiding effective treatment strategies and curbing the spread of resistant strains.
We intend to use data from the Survey of Antibiotic Resistance (SOAR) conducted between 2015 and 2018 across several countries ranging from high income, middle and low income countries. This data is from  isolates of S. pneumoniae and H. influenzae from patients with CA-RTIs who were not hospitalized for more than 48 hours. Our aim is to analyze the data to identify trends across countries over time and use machine learning models to make predictions in the trends.
We selected these two data sets since they include data sets from countries in Sub-Saharan Africa which are often unavailable which gives us an opportunity to really do a holistic and representative evaluation. 
Improving Patient Outcomes
By identifying the most effective antibiotics against S. pneumoniae and H. influenzae, this research will help clinicians make informed treatment decisions, leading to better patient outcomes. 
Strengthening Stewardship
Antimicrobial stewardship programs in countries and globally relies on robust data to guide the appropriate use of antibiotics. Through our work, we anticipate to provide critical insights into the current resistance patterns of key respiratory pathogens, enabling the development of targeted stewardship interventions. 
Strengthening Health Systems
Health systems require accurate and up-to-date information on antibiotic resistance to allocate resources effectively and plan interventions. This study's comprehensive analysis of resistance patterns supports health system strengthening by providing the data needed for strategic planning, resource allocation, and capacity building.
DOI: 10.15468/dl.u5xhr4
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "TaxonKey is Rusa unicolor (Kerr, 1792)",
 "Year 2005-2024"
 ]
}

 The dataset includes 251 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024963-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.