cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15640329
title: Dataset on comprehensive ultrasonic guided wavefield measurements of two GFRP plates with four round delaminations at various depths and in four distinct shapes, captured in both narrowband and broadband frequencies

description: This dataset, comprising both numerical and experimental information, is devoted to the analysis of full wavefields in guided wave experiments using GFRP (Glass Fiber Reinforced Polymer) materials. It is intended to serve as a benchmark for researchers to validate their proposed methods and compare results in future studies.

 Two GFRP plate specimens (500 × 500 × 2 mm³) were fabricated using 12 layers of woven fabric (GG204P-VV192T/202 pre-pregs), with fibers oriented at 0° and 90° in alternating layers. Four Teflon inserts were embedded in each specimen during manufacturing. Specimen 1 contains four delaminations of various shapes, whereas Specimen 2 features four round delaminations at different depths. The detailed description of the dataset is published in [1].

 To excite guided waves, a chirp signal and a Hann-windowed, five-cycle tone-burst with carrier frequencies of 50 kHz, 100 kHz, and 200 kHz were used. A piezoelectric actuator, attached at the center of each specimen, generated the waves. Data were acquired on measurement grids of 497 × 497 and 251 × 251 points, respectively.

 In the numerical simulation, a 3D GFRP model replicating the geometry of Specimen 1 was constructed and analyzed using the finite element method (FEM) in COMSOL. A 10 mm diameter, 0.2 mm thick piezoelectric transducer (PZT) was placed on the back plate surface near the damage. A broadband pulse (150 μs duration, 5–250 kHz frequency range) was applied, and the out-of-plane velocities on the front plate surface were recorded at 512 × 512 points.

 

[1] Kai Zhu, Maosen Cao, Wiesław Ostachowicz, Maciej Radzienski, K-means aided broadband ultrasonic guided wavefield processing for damage detection in composite panels, Mechanical Systems and Signal Processing, Volume 231, 2025, 112696, ISSN 0888-3270, https://doi.org/10.1016/j.ymssp.2025.112696.
DOI: 10.15468/dl.nmztfw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sclerophrys poweri (Hewitt, 1935)",
 "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 ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036066-250525065834625/datasets/export for details.
DOI: 10.15468/dl.rnhe8e
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bird type specimens in the AfricaMuseum (RMCA)"
 ]
}

 The dataset includes 131 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036068-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6bkj8q
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sclerophrys poweri (Hewitt, 1935)",
 "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 ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036069-250525065834625/datasets/export for details.
DOI: 10.15468/dl.mx9hu3
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((9.43631 46.92653,9.28074 46.71129,9.43465 46.52664,9.80754 46.45366,10.02777 46.55778,10.049 46.78415,9.8578 46.96318,9.43631 46.92653))",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Passer domesticus (Linnaeus, 1758), Capra ibex Linnaeus, 1758, Podarcis muralis (Laurenti, 1768))"
 ]
}

 The dataset includes 163 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036070-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.am5aaa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sclerophrys poweri (Hewitt, 1935)",
 "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 ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036072-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15640363
title: Graf et al. 2025 ProcB Data & Code

description: Electronic supplementary material accompanying the publication:

Avian seed dispersal function is age dependent    Valentin Graf, Martin U. Grüebler, Urs G. Kormann, Marjorie C. Sorensen, Matthias Tschumi, Thomas Müller, Eike Lena Neuschulz

DOI: 10.1098/rspb.2025.0680

Correspondence:Valentin Graf    Senckenberg Biodiversity and Climate Research CentreSenckenberganlage 25D-60325 Frankfurt am MainGermanyEmail: valentin.graf@senckenberg.de

The results of the publication can be reproduced by running the R script titled "statistical models and tests 05.06.2025.R".The four accompanying datasets (.csv files) are to be importedduring this process. For this, the correct paths have to be provided in the script.
DOI: 10.5281/zenodo.15640364
title: Graf et al. 2025 ProcB Data & Code

description: Electronic supplementary material accompanying the publication:

Avian seed dispersal function is age dependent    Valentin Graf, Martin U. Grüebler, Urs G. Kormann, Marjorie C. Sorensen, Matthias Tschumi, Thomas Müller, Eike Lena Neuschulz

DOI: 10.1098/rspb.2025.0680

Correspondence:Valentin Graf    Senckenberg Biodiversity and Climate Research CentreSenckenberganlage 25D-60325 Frankfurt am MainGermanyEmail: valentin.graf@senckenberg.de

The results of the publication can be reproduced by running the R script titled "statistical models and tests 05.06.2025.R".The four accompanying datasets (.csv files) are to be importedduring this process. For this, the correct paths have to be provided in the script.
DOI: 10.15468/dl.bek4zf
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fragaria mandshurica Staudt"
 ]
}

 The dataset includes 42 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036071-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/30955
title: Chandra X-ray Observatory ObsId 30955

description: INVESTIGATING THE CIRCUMBINARY ENVIRONMENT OF THE HMXB IGR J16320-4751 THROUGH HIGH RESOLUTION STUDIES
DOI: 10.5063/f1319tc0
title: Supplementary Material for: “Soil Contamination in Europe Unveiled: A Review of Pesticides and Metabolites to Watch”

description: This dataset supports the systematic review “Soil Contamination in Europe Unveiled: A Review of Pesticides and Metabolites to Watch” and provides full documentation of supplementary data used in the analysis. The dataset includes:- Supplementary_Material.docx: Structured summary tables of the top 10 detected pesticides by country, including regulatory status, type, detection frequency, and number of soils in which each was found. These tables underpin the regional synthesis and visualizations in the review.- Supplementary_Material.xlsx: The raw and organized spreadsheet used to extract and structure pesticide detection frequency data from included studies. - PRISMA_2020_Checklist.docx: Completed PRISMA 2020 checklist documenting adherence to systematic review standards, including study selection, data extraction, synthesis methods, and risk of bias considerations.The purpose of this dataset is to promote transparency, reproducibility, and reusability of the review’s methodology and findings. It is intended for use by researchers, regulators, and environmental monitoring teams investigating pesticide residues in European soils.
DOI: 10.15468/dl.bebnkk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sclerophrys poweri (Hewitt, 1935)",
 "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 ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036074-250525065834625/datasets/export for details.
DOI: 10.15468/dl.hjwfff
title: Occurrence Download

description: A dataset containing 733 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'ZA'
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.taxonkey = 2978223 OR occurrence.acceptedtaxonkey = 2978223 OR occurrence.kingdomkey = 2978223 OR occurrence.phylumkey = 2978223 OR occurrence.classkey = 2978223 OR occurrence.orderkey = 2978223 OR occurrence.familykey = 2978223 OR occurrence.genuskey = 2978223 OR occurrence.specieskey = 2978223)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 733 records were derived from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036064-250525065834625/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.29291522
title: pSEVA612S(R)_∆wbbJ_Ins_wbbJ_ORF.gbcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platformcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platform

description: Associated files for public access.
DOI: 10.6084/m9.figshare.29291522.v1
title: pSEVA612S(R)_∆wbbJ_Ins_wbbJ_ORF.gbcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platformcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platform

description: Associated files for public access.
DOI: 10.15468/dl.e886az
title: Occurrence Download

description: A dataset containing 53 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 PRINTF('%04d-%02d', "year", "month") yearmonth,
 GBIF_EQDGCODE(3, decimallatitude, decimallongitude, COALESCE(coordinateuncertaintyinmeters, 1000)) eqdcellcode,
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, GBIF_EQDGCODE(3, decimallatitude, decimallongitude, COALESCE(coordinateuncertaintyinmeters, 1000)), PRINTF('%04d-%02d', "year", "month"))) kingdomcount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, GBIF_EQDGCODE(3, decimallatitude, decimallongitude, COALESCE(coordinateuncertaintyinmeters, 1000)), PRINTF('%04d-%02d', "year", "month"))) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, GBIF_EQDGCODE(3, decimallatitude, decimallongitude, COALESCE(coordinateuncertaintyinmeters, 1000)), PRINTF('%04d-%02d', "year", "month"))) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.basisofrecord = 'FOSSIL_SPECIMEN'
 AND occurrence.countrycode = 'ZA'
 AND occurrence.occurrencestatus = 'PRESENT'
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL AND occurrence."month" IS NOT NULL AND occurrence.hascoordinate = TRUE)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 PRINTF('%04d-%02d', "year", "month"),
 GBIF_EQDGCODE(3, decimallatitude, decimallongitude, COALESCE(coordinateuncertaintyinmeters, 1000))

 The dataset's 53 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036065-250525065834625/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.29291525
title: pSEVA612S(R)ST131Δrfb.gbcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platformcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platform

description: Associated files for public access.
DOI: 10.6084/m9.figshare.29291525.v1
title: pSEVA612S(R)ST131Δrfb.gbcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platformcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platform

description: Associated files for public access.
DOI: 10.6084/m9.figshare.29291528
title: pSEVA612S(R)_CRColanic_K2cps∆wbbJ_ORF.gbcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platformcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platform

description: Associated files for public access.
DOI: 10.6084/m9.figshare.29291528.v1
title: pSEVA612S(R)_CRColanic_K2cps∆wbbJ_ORF.gbcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platformcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platform

description: Associated files for public access.
DOI: 10.5281/zenodo.13686149
title: Understanding the recent stagnation in PM2.5 concentrations across the United States: A seasonal composition perspective

description: This repository contains the data underlying the figures in the paper.
DOI: 10.5281/zenodo.13686150
title: Understanding the recent stagnation in PM2.5 concentrations across the United States: A seasonal composition perspective

description: This repository contains the data underlying the figures in the paper.
DOI: 10.6084/m9.figshare.29291531
title: pSEVA612S(R)_∆wbbYZ.gbcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platformcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platform

description: Associated files for public access.
DOI: 10.6084/m9.figshare.29291531.v1
title: pSEVA612S(R)_∆wbbYZ.gbcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platformcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platform

description: Associated files for public access.
DOI: 10.15468/dl.tv5e7x
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The occurrence of Cinnamomum parthenoxylon (Jack) Meisn. in Vietnam"
 ]
}

 The dataset includes 117 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036076-250525065834625/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.29291534
title: pUC18R6K_miniTn7T_wbbYZ.gbcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platformcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platform

description: Associated files for public access.
DOI: 10.6084/m9.figshare.29291534.v1
title: pUC18R6K_miniTn7T_wbbYZ.gbcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platformcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platform

description: Associated files for public access.
DOI: 10.6084/m9.figshare.29291537
title: pUC18R6K_miniTn7_Pmap_T3F.gbcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platformcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platform

description: Associated files for public access.
DOI: 10.6084/m9.figshare.29291537.v1
title: pUC18R6K_miniTn7_Pmap_T3F.gbcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platformcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platform

description: Associated files for public access.
DOI: 10.6084/m9.figshare.29291501
title: pSEVA612S(R)_K2col_Pvariant_Porf2.gbcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platformcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platform

description: Associated files for public access.
DOI: 10.6084/m9.figshare.29291501.v1
title: pSEVA612S(R)_K2col_Pvariant_Porf2.gbcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platformcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platform

description: Associated files for public access.
DOI: 10.6084/m9.figshare.29291504
title: pSEVA612S(R)_∆mrkA-F.gbcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platformcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platform

description: Associated files for public access.
DOI: 10.6084/m9.figshare.29291504.v1
title: pSEVA612S(R)_∆mrkA-F.gbcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platformcitrOgen: a synthesis-free polysaccharide and protein antigen-presentation to antibody-induction platform

description: Associated files for public access.
DOI: 10.6084/m9.figshare.29278881
title: Design of experiments for the optimization of sample preparation for bottom-up targeted protein LC-MS/MS workflows

description: Design of experiments (DOE) is a versatile and efficient approach to tackle complex scientific problems. We aimed to assess its feasibility in the optimization of the multistep, involved bottom-up sample preparation for the UPLC-MS/MS analysis of proteins. The model analyte was a human IgG1 monoclonal antibody which was spiked into rat plasma and processed further by reduction, alkylation, and digestion for the subsequent UPLC-MS/MS analysis. The Modde Go software was used for the generation of experimental designs and for processing, analyzing and the interpretation of the data. DOE screening revealed that urea made the biggest improvement on the surrogate peptide responses, while guanidine significantly suppressed them. DOE optimization resulted in a 2-, 10-, 10- and 50-fold response increase for the respective DTLM, FNWY, TPEV and VVSV surrogate peptide even after a short, &lt;3-h sample preparation, when compared to a legacy method that required 2-day preparation. The DOE approach was applied successfully for the comprehensive optimization of eight denaturation, reduction and digestion parameters. DOE was found to be an efficient tool for protein sample preparation optimization, and the predictive power of the DOE models was successfully demonstrated.