cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.zxhd8e
title: Occurrence Download

description: A dataset containing 430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Taxus wallichiana var. mairei (Lemée & Lév.) L.K.Fu & Nan Li"
 ]
}

 The dataset includes 430 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054619-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cegjyj
title: Occurrence Download

description: A dataset containing 22599 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-84.3966623999999968 33.7599759000000006, -84.3966623999999968 33.7617244799999980, -84.3966623999999968 33.7626337399999983, -84.3966623999999968 33.7638927200000012, -84.3966623999999968 33.7657811799999976, -84.3966623999999968 33.7667603800000009, -84.3966623999999968 33.7683690799999994, -84.3966623999999968 33.7696979999999982, -84.3966623999999968 33.7706772000000015, -84.3951229900000044 33.7706772000000015, -84.3939334500000058 33.7706772000000015, -84.3923940499999929 33.7706772000000015, -84.3905047800000006 33.7706772000000015, -84.3896651000000020 33.7706772000000015, -84.3896651000000020 33.7694182199999986, -84.3896651000000020 33.7684390200000024, -84.3896651000000020 33.7669702099999967, -84.3896651000000020 33.7659910100000005, -84.3896651000000020 33.7646620900000016, -84.3896651000000020 33.7637528300000014, -84.3896651000000020 33.7621441399999966, -84.3896651000000020 33.7613747600000025, -84.3896651000000020 33.7599759000000006, -84.3916943199999992 33.7599759000000006, -84.3937235300000026 33.7599759000000006, -84.3955428299999966 33.7599759000000006, -84.3966623999999968 33.7599759000000006))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 22599 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084967-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pk228c
title: Occurrence Download

description: A dataset containing 188380 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-46.88965 -20.30342,-33.35449 -20.30342,-33.35449 -0.17578,-46.88965 -0.17578,-46.88965 -20.30342))",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "License is CC-BY-NC 4.0",
 "License is CC-BY 4.0",
 "License is CC0 1.0"
 ]
 },
 "TaxonKey is Fabaceae"
 ]
}

 The dataset includes 188380 records from 209 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169578-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112027813
title: Cuneiform Tablet 1913.14.1509, Spurlock 1913.14.1509

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1509; CDLI P421361 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8.5/2.5) Dark Gray (N 3.25/ 7.7% R) ❧ [Physical Object Note:] 5.6 x 2.8 x 1.7 cm (24g)
DOI: 10.25549/inscriptifact-ouc112027814
title: Cuneiform Tablet 1913.14.1509, Spurlock 1913.14.1509

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1509; CDLI P421361 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8.5/2.5) Dark Gray (N 3.25/ 7.7% R) ❧ [Physical Object Note:] 5.6 x 2.8 x 1.7 cm (24g)
DOI: 10.15468/dl.9jeysm
title: Occurrence Download

description: A dataset containing 787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Stenocercus guentheri (Boulenger, 1885)"
 ]
}

 The dataset includes 787 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054643-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2get4
title: Occurrence Download

description: A dataset containing 6359 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Atrichum angustatum (Brid.) Bruch & Schimp."
 ]
}

 The dataset includes 6359 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057940-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7jwqa
title: Occurrence Download

description: A dataset containing 208 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-74.2463213999999994 40.6913856999999979, -74.2463213999999994 40.6932357800000020, -74.2463213999999994 40.6944938299999990, -74.2463213999999994 40.6954558700000035, -74.2463213999999994 40.6967879199999985, -74.2463213999999994 40.6979719699999976, -74.2463213999999994 40.6987859999999984, -74.2455077500000016 40.6987859999999984, -74.2435107000000016 40.6987859999999984, -74.2420314099999956 40.6987859999999984, -74.2402562599999953 40.6987859999999984, -74.2381852500000008 40.6987859999999984, -74.2370757799999978 40.6987859999999984, -74.2358183799999978 40.6987859999999984, -74.2338213299999978 40.6987859999999984, -74.2323420000000027 40.6987859999999984, -74.2323420000000027 40.6977499600000030, -74.2323420000000027 40.6964179000000001, -74.2323420000000027 40.6953078599999998, -74.2323420000000027 40.6937538000000032, -74.2323420000000027 40.6927917599999986, -74.2323420000000027 40.6913856999999979, -74.2338213299999978 40.6913856999999979, -74.2355225200000035 40.6913856999999979, -74.2368538799999982 40.6913856999999979, -74.2384071400000067 40.6913856999999979, -74.2403302200000041 40.6913856999999979, -74.2426970899999930 40.6913856999999979, -74.2446941399999929 40.6913856999999979, -74.2463213999999994 40.6913856999999979))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 208 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084971-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.692eus
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Argentina",
 "Country is Chile",
 "Country is Antarctica"
 ]
 },
 "TaxonKey is Poraniopsis echinaster Perrier, 1891"
 ]
}

 The dataset includes 128 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146272-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112027709
title: Cuneiform Tablet 1913.14.1509, Spurlock 1913.14.1509

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1509; CDLI P421361 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8.5/2.5) Dark Gray (N 3.25/ 7.7% R) ❧ [Physical Object Note:] 5.6 x 2.8 x 1.7 cm (24g)
DOI: 10.15468/dl.5gubjg
title: Occurrence Download

description: A dataset containing 3025 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Odocoileus virginianus (Zimmermann, 1780)",
 "Year 2006-2020"
 ]
}

 The dataset includes 3025 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057921-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112027661
title: Cuneiform Tablet 1913.14.1509, Spurlock 1913.14.1509

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1509; CDLI P421361 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8.5/2.5) Dark Gray (N 3.25/ 7.7% R) ❧ [Physical Object Note:] 5.6 x 2.8 x 1.7 cm (24g)
DOI: 10.15468/dl.gdcgnp
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum obliquum Ruiz & Pav.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 147 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084983-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxmwwy
title: Occurrence Download

description: A dataset containing 2862 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "DatasetKey is EBCC Atlas of European Breeding Birds",
 "TaxonKey is Sylvia curruca (Linnaeus, 1758)"
 ]
}

 The dataset includes 2862 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054672-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5h8khr
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is China",
 "Country is Chinese Taipei"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cervus Linnaeus, 1758"
 ]
}

 The dataset includes 147 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142265-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112027652
title: Cuneiform Tablet 1913.14.1509, Spurlock 1913.14.1509

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1509; CDLI P421361 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8.5/2.5) Dark Gray (N 3.25/ 7.7% R) ❧ [Physical Object Note:] 5.6 x 2.8 x 1.7 cm (24g)
DOI: 10.15468/dl.acpgcf
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Rhododendron neriiflorum Franch."
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054751-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112027712
title: Cuneiform Tablet 1913.14.1509, Spurlock 1913.14.1509

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1509; CDLI P421361 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8.5/2.5) Dark Gray (N 3.25/ 7.7% R) ❧ [Physical Object Note:] 5.6 x 2.8 x 1.7 cm (24g)
DOI: 10.15468/dl.vnfyz5
title: Occurrence Download

description: A dataset containing 136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-74.2376407999999941 40.6890366000000014, -74.2376407999999941 40.6905948599999974, -74.2376407999999941 40.6923478900000006, -74.2376407999999941 40.6943931100000000, -74.2376407999999941 40.6958539700000017, -74.2376407999999941 40.6978991800000003, -74.2376407999999941 40.6987756999999988, -74.2354931600000043 40.6987756999999988, -74.2323689600000023 40.6987756999999988, -74.2301234399999998 40.6987756999999988, -74.2285613399999988 40.6987756999999988, -74.2255347800000038 40.6987756999999988, -74.2237774200000047 40.6987756999999988, -74.2222153200000037 40.6987756999999988, -74.2204581999999959 40.6987756999999988, -74.2204581999999959 40.6970226600000018, -74.2204581999999959 40.6947826700000022, -74.2204581999999959 40.6924452900000020, -74.2204581999999959 40.6901079000000010, -74.2204581999999959 40.6890366000000014, -74.2230940000000032 40.6890366000000014, -74.2245584700000052 40.6890366000000014, -74.2269016099999988 40.6890366000000014, -74.2286589800000058 40.6890366000000014, -74.2303186999999980 40.6890366000000014, -74.2320760700000051 40.6890366000000014, -74.2336381599999982 40.6890366000000014, -74.2355907900000034 40.6890366000000014, -74.2376407999999941 40.6890366000000014))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 136 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084985-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ekdp5
title: Occurrence Download

description: A dataset containing 3138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Sphagnum lescurii Sull."
 ]
}

 The dataset includes 3138 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057943-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eqchtd
title: Occurrence Download

description: A dataset containing 80392 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dicliptera Juss., Justicia L., Ruellia Plum. ex L., Acorus L., Adoxa L., Sambucus L., Viburnum L., Alisma L., Echinodorus Rich. ex Engelm., Sagittaria Ruppius ex L., Liquidambar L., Amaranthus L., Atriplex L., Chenopodium L., Corispermum B.Juss. ex L., Cycloloma Moq., Froelichia Moench, Iresine P.Browne, Blitum L., Salicornia L., Suaeda Forssk. ex J.F.Gmel., Tidestromia Standl., Allium L., Hymenocallis Salisb., Nothoscordum Kunth, Rhus L., Toxicodendron Mill., Asimina Adans., Angelica L., Apium L., Berula W.D.J.Koch, Chaerophyllum L., Cicuta L., Conioselinum Fisch. ex Hoffm., Cryptotaenia DC., Cynosciadium DC., Daucus L., Erigenia Nutt., Eryngium L., Heracleum L., Limnosciadium Mathias & Constance, Osmorhiza Raf., Oxypolis Raf., Perideridia Rchb., Polytaenia DC., Ptilimnium Raf., Sanicula L., Sium L., Spermolepis Raf., Taenidia (Torr. & A.Gray) Drude)",
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "Continent is North America"
 ]
}

 The dataset includes 80392 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142955-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112027664
title: Cuneiform Tablet 1913.14.1509, Spurlock 1913.14.1509

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1509; CDLI P421361 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8.5/2.5) Dark Gray (N 3.25/ 7.7% R) ❧ [Physical Object Note:] 5.6 x 2.8 x 1.7 cm (24g)
DOI: 10.15468/dl.7nb624
title: Occurrence Download

description: A dataset containing 843312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((38.000 85.000, -27.000 85.000, -27.000 56.000, 38.000 56.000, 38.000 85.000))",
 "Year is less than 1900"
 ]
}

 The dataset includes 843312 records from 607 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064799-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/br8q-ueyk
title: Measurement of Nitrogen oxides at TMNT09 Vielsalm

description: Measurement of Nitrogen oxides at TMNT09 Vielsalm
DOI: 10.48597/fz3z-qus5
title: Measurement of Nitrogen oxides at TMNT09 Vielsalm

description: Measurement of Nitrogen oxides at TMNT09 Vielsalm
DOI: 10.48597/md8e-uh5d
title: Nitrogen oxides at TMNT09 Vielsalm

description: Measurement of Nitrogen oxides at TMNT09 Vielsalm
DOI: 10.48597/mnvp-epzh
title: Measurement of Nitrogen oxides at TMNT09 Vielsalm

description: Measurement of Nitrogen oxides at TMNT09 Vielsalm
DOI: 10.48597/vgab-zt2n
title: Measurement of Nitrogen oxides at TMNT09 Vielsalm

description: Measurement of Nitrogen oxides at TMNT09 Vielsalm
DOI: 10.48597/dxke-6rde
title: Measurement of Nitrogen oxides at TMNT09 Vielsalm

description: Measurement of Nitrogen oxides at TMNT09 Vielsalm
DOI: 10.25934/pr00000747.1
title: Available datapackage for study 'Efficacy of GSK Biologicals' Candidate Malaria Vaccine (257049) Against Malaria Disease Caused by P. Falciparum Infection in Infants and Children in Africa'

description: The purpose of this observer-blind study is to gather key efficacy, safety, and immunogenicity information on GSK's candidate malaria vaccine in infants and children.
DOI: 10.5281/zenodo.13951758
title: gut_microbiome_shift_and_resistome_diversity

description: Table_otu.raw.txt.xls: OTU table processed by Uparse(97% similarity) on the Magigene Cloud Platform. Chloroplasts, mitochondria, Unclassified, archaea otus were removed.




rpkm.type.txt: Abundance of Antibiotic-resistant genes (ARGs) grouped by types processed by ARGs-OAP v3.0




rpkm.subtype.txt: ARGs grouped by subtypes processed by ARGs-OAP v3.0




rpkm.genes.txt: ARGs grouped by genes processed by ARGs-OAP v3.0




lefse_results.txt.xls: lefse analysis result produced by Magigene Cloud Platform.




otus.fa: Representative otu sequences processed by Uparse(97% similarity) on the Magigene Cloud Platform. Chloroplasts, mitochondria, Unclassified, archaea otus were removed.




otus_aligned.fasta: Aligned otu sequences by mafft.

Bash: mafft otus.fa > otus_aligned.fa




otus_fasttree.tre: Construct phylogenic tree from otus_aligned.fa by fasttree.




data_analysis_visualization.ipynb: Script for Relative Abundance, Microbial Diversity analysis and Data visualization.




SpeciesAbundance.py: Script for calculating the species abundance for given otu table at given genus




BetaDiversity.py: Script for calculating the distance matrix and PCoA analysis. Fixed the bug of confidence ellipse function.




args_oap.sh: Shell script for ARGs analysis.


analysis_16s.yml: conda environment config file with all necessary packages.



LDA.plot: Figure S1A, LDA bar plot produced by Magigene Cloud Platform.




lefse_cladogram_plot.pdf: LEfSe cladogram plot produced by Magigene Cloud Platform.


polymyxin.svg & multidrug.svg: Figure S1B&C.

Figure1.svg: figure1 produced by our python script.

figureS1.svg: figure s1 produced by our python script.

Table1.xlsx: Predominant bacterial genera percentage of all pandas at two stages.

TableS1.xlsx: Information about the pandas and fecal samples.

TableS2.xlsx: Top 10 bacterial genera percentage of all pandas at two stages.

otu_table_individuals.biom: temporary data produced by our scripts.

otu_table_individuals_rearranged_merged.tsv: temporary data produced by our scripts.

otu_table_samples.biom: temporary data produced by our scripts.

otu_table_samples_rearranged.tsv: temporary data produced by our scripts.

analysis_16s.yml: conda environment configuration file.
DOI: 10.5281/zenodo.15111637
title: gut_microbiome_shift_and_resistome_diversity

description: Original Data, Code and Result files in our research.

 

Please read the README.md in this repository or our github page: https://github.com/yhWu815/gut_microbiome_shift_and_resistome_diversity
DOI: 10.15468/dl.w63h5y
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Paeonia qiui Y.L.Pei & D.Y.Hong"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007838-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kemeu6
title: Occurrence Download

description: A dataset listing the 22 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((66.40946 42.36446,79.02938 42.36446,79.02938 45.31304,66.40946 45.31304,66.40946 42.36446))",
 "TaxonKey is Tulipa L."
 ]
}

 The dataset's 22 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007836-250325103851331/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.28694747.v1
title: Finding Potential Pathways of Atopic Dermatitis for Drug Targetingby Visualizing Gene Expression Over Time

description: Current methods for targeting the skin condition atopicdermatitis are inconvenient due to high costs andinconsistency, complicating their use in clinical practice.The aim of this study is to develop a machine learningmodel that utilizes microRNAs as biomarkers to improvethe precision of targeting genes involved in atopicdermatitis treatment. To achieve this, the study employeda range of online databases, machine learning tools, anddata processing tools, including NCBI, miRBase, miRDB,and Weka to organize and analyze relevant data.
DOI: 10.15468/dl.y4tkvb
title: Occurrence Download

description: A dataset containing 241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orchidaceae",
 "Country is Haiti",
 "HasCoordinate is true"
 ]
}

 The dataset includes 241 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007840-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.surznt
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Festuca alpina Suter"
 ]
}

 The dataset includes 70 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007841-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15100897
title: UTILE-Pore: Deep learning-enabled 3D analysis of porous materials in polymer electrolyte membrane technologies

description: Dataset and trained models for the UTILE-Pore software.
DOI: 10.5281/zenodo.15100898
title: UTILE-Pore: Deep learning-enabled 3D analysis of porous materials in polymer electrolyte membrane technologies

description: Dataset and trained models for the UTILE-Pore software.