cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18786272
title: SCW Water Sensor Square-Wave Voltammetry Dataset

description: This dataset was acquired using the Sensichips SCW water sensor and contains square-wave voltammetry measurements stored as CSV. Voltammetric signals were collected using six interdigitated electrodes (IDEs): Platinum, Gold, Silver, Nickel, Palladium, and Copper Oxide.

Data are organized into independent training sets (performed with different SCW sensors; some sets share the same sensor for subsets of measurements). Several sets include a tap-water baseline measured before substance insertion (stored in a dedicated subfolder). Set 1 also includes a supplementary file with synthetically generated data for each substance measured with Platinum.

Multiple measurement campaigns (Set 1–Set 5) with controlled concentrations (ml per 100 ml tap water) for a range of analytes (including acids, salts, fuels, pharmaceuticals, and household products), supporting ML tasks such as classification and sensor-variability analysis.

 













More info at: https://sensichips.com/water-sensor/
DOI: 10.13018/bmr26571
title: 1H, 13C and 15N NMR assignments of a calcium-binding protein(EhCaBP6) from Entamoeba histolytica
DOI: 10.5281/zenodo.18699342
title: SCW Water Sensor Square-Wave Voltammetry Dataset

description: This dataset was acquired using the Sensichips SCW water sensor and contains square-wave voltammetry measurements stored as CSV. Voltammetric signals were collected using six interdigitated electrodes (IDEs): Platinum, Gold, Silver, Nickel, Palladium, and Copper Oxide.

Data are organized into independent training sets (performed with different SCW sensors; some sets share the same sensor for subsets of measurements). Several sets include a tap-water baseline measured before substance insertion (stored in a dedicated subfolder). Set 1 also includes a supplementary file with synthetically generated data for each substance measured with Platinum.

Multiple measurement campaigns (Set 1–Set 5) with controlled concentrations (ml per 100 ml tap water) for a range of analytes (including acids, salts, fuels, pharmaceuticals, and household products), supporting ML tasks such as classification and sensor-variability analysis.

 













More info at: https://sensichips.com/water-sensor/
DOI: 10.13018/bmr26573
title: Tom1 negatively modulates binding of Tollip to phosphatidylinositol 3-phosphate via a coupled folding and binding mechanism
DOI: 10.5281/zenodo.18786253
title: hypsolebias_marginatus_decontaminated_FSCR.fasta.gz
DOI: 10.13018/bmr26574
title: Tom1 negatively modulates binding of Tollip to phosphatidylinositol 3-phosphate via a coupled folding and binding mechanism
DOI: 10.14749/31422458
title: Department of Employment & Labour  (DoEL) Employment Survey (ES)

description: &lt;p&gt; The research team extended the 1350 original planned sample size to 2000 in order to ensure sufficient stratification of the respondents across the intervention types, gender, age, level of education and current labour market status.&lt;/p&gt;&lt;p&gt; A total of 2,386 respondents completed the survey.&lt;/p&gt;&lt;p&gt; The data set for dissemination contains 2391 cases and 372 variables. &lt;/p&gt;
DOI: 10.5281/zenodo.18786252
title: hypsolebias_marginatus_decontaminated_FSCR.fasta.gz
DOI: 10.13018/bmr26575
title: Gli3_1_90 assignment
DOI: 10.13018/bmr26576
title: 1H, 15N, resonance assignment of the aortic medial amyloid protein medin in non-denaturing conditions.
DOI: 10.13018/bmr26577
title: Backbone 1H, 13C, and 15N Chemical Shift Assignments for Light-adapted Cyanobacteriochrome NpR6012g4
DOI: 10.13018/bmr26578
title: NMR Assignment of Homo sapiens cytochrome c in its oxidized state
DOI: 10.13018/bmr26579
title: Resonance assignment of the N-terminal domain of hLCN2-R
DOI: 10.13018/bmr26580
title: Structure of herpesvirus nuclear egress complex subunit M50
DOI: 10.13018/bmr26582
title: 1H, 15N, and 13C Chemical Shift Assignments of the Dark-state Cyanobacteriochrome (NpR6012g4)
DOI: 10.13018/bmr26583
title: Backbone 1H, 13C and 15N chemical shift assignments for the ternary L28F ecDHFR:TETRAHYDROFOLATE:NADP+ complex
DOI: 10.13018/bmr26584
title: Backbone 1H, 13C and 15N chemical shift assignments for the ternary L28F ecDHFR:FOLATE:NADP+ complex
DOI: 10.13018/bmr26585
title: Backbone 1H, 13C and 15N chemical shift assignments for the binary L28F ecDHFR:NADPH complex
DOI: 10.13018/bmr26586
title: 15N, 13C and 1H backbone resonance assignments of TEM-1(M68L-M69T)
DOI: 10.13018/bmr26587
title: Backbone chemical shifts of Roquin ROQ domain in complex with Ox40 stem-hexa-loop RNA
DOI: 10.13018/bmr26588
title: Backbone chemical shifts of Roquin ROQ domain in complex with a Selex-derived stem-hexa-loop RNA motif
DOI: 10.13018/bmr26589
title: Backbone 1H, 13C, and 15N Chemical Shift Assignments for the yeast ADP/ATP carrier 3
DOI: 10.13018/bmr26590
title: 15N, 13C and 1H backbone resonance assignments of cTEM-19m
DOI: 10.13018/bmr26591
title: NMR Characterization of the Type III Secretion System Tip Chaperone Protein PcrG of Pseudomonas aeruginosa
DOI: 10.13018/bmr26592
title: The LcrG tip chaperone protein of the Yersinia pestis type III secretion system is partially folded
DOI: 10.13018/bmr26593
title: Human Obscurin Ig59
DOI: 10.13018/bmr26594
title: Backbone 15N, 1HN, 13CA, 13CB and 13C' Chemical shift Assignments for the DNA-binding domain of Human Telomeric Repeat Binding Factor Protein (hTRF1)
DOI: 10.13018/bmr26595
title: Backbone 1H, 13C and 15N chemical shift assignments for hTRF1 bound to ADP-DnaK
DOI: 10.13018/bmr26597
title: Backbone 1H, 13C, and 15N Chemical Shift Assignments for the N-terminal active domain of the gyrase B subunit of Pseudomonas aeruginosa
DOI: 10.13018/bmr26598
title: Backbone 1H, 13C, and 15N Chemical Shift Assignments for the N-terminal active domain of the gyrase B subunit of Pseudomonas aeruginosa with an inhibitor
DOI: 10.13018/bmr26599
title: 1H, 13Ca, 13Cb and 15N chemical shift assignment of coiled-coil motif from human Thanatos-associated protein 11
DOI: 10.13018/bmr26600
title: Backbone 1H, 13C, 15N chemical shift assignments for T cell receptor N15 beta subunit
DOI: 10.13018/bmr26601
title: Backbone 1H, 13C, 15N chemical shift assignments for T cell receptor N30 beta subunit
DOI: 10.13018/bmr26602
title: Backbone 1H, 13C, 15N chemical shift assignments for T cell receptor D10 beta subunit
DOI: 10.13018/bmr26603
title: Sequence-specific 1H, 15N, and 13C resonance assignments of the autophagy-related protein LC3C
DOI: 10.13018/bmr26604
title: Protein resonance assignment at MAS frequencies approaching 100 kHz: a quantitative comparison of J-coupling and dipolar-coupling-based transfer methods
DOI: 10.13018/bmr26605
title: Methyl resonances of Ubiquitin-like domain (1-76) of parkin in complex with R0RBR domain (141-465) of parkin.
DOI: 10.15468/dl.vj3kbe
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Castor fiber",
 "Year 2023-2023"
 ]
}

 The dataset includes 261 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003371-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13018/bmr26607
title: Neisseria meningititis Fic
DOI: 10.13018/bmr26608
title: Backbone 1H, 13C, and 15N Chemical Shift Assignments for the active domains of the type II topoisomerases from Pseudomonas aeruginosa
DOI: 10.13018/bmr26609
title: Backbone 1H, 13C, and 15N Chemical Shift Assignments for the active domains of the type II topoisomerases from Pseudomonas aeruginosa with a bis-pyridylurea inhibitor
DOI: 10.13018/bmr26610
title: Backbone 1H, 13C, and 15N Chemical Shift Assignments for the active domains of the type II topoisomerases from Streptococcus pneumoniae
DOI: 10.13018/bmr26611
title: Backbone 1H, 13C, and 15N Chemical Shift Assignments for the active domains of the type II topoisomerases from Streptococcus pneumoniae with a bis-pyridylurea inhibitor
DOI: 10.13018/bmr26612
title: Transmembrane domain of E. coli OmpA in 8 m Urea
DOI: 10.13018/bmr26613
title: Periplasmic chaperone Skp from E. coli in 8 m Urea
DOI: 10.17863/cam.127283
title: Research data supporting 'The role of Au-Cl adlayers in the Turkevich synthesis of gold nanoparticles'

description: This dataset originates from a study investigating the surface chemistry at gold nanoparticles (AuNPs) during Turkevich regrowth conditions. Data were obtained using multi-layered AuNP aggregates ('MLagg') with citrate surface functionalisation. Spectro-electrochemical experiments included real-time surface-enhanced Raman scattering (785 nm excitation) and open-circuit potential (OCP) monitoring. The dataset includes raw and processed SERS spectra, OCP, and extinction spectra. Metadata cover electrolyte composition, applied potentials, scan rates, and ligand concentrations. These data provide a reusable resource for understanding the surface chemistry of gold nanoparticles during synthesis.
DOI: 10.13018/bmr26614
title: Solid-state NMR assignment of MxiH (serotype 5a) T3SS needles
DOI: 10.13018/bmr26615
title: Backbone resonance assignments for rat SUR2A NBD1
DOI: 10.13018/bmr26616
title: 1H, 13C and 15N Chemical Shift Assignments for human CBP-ID4
DOI: 10.13018/bmr26617
title: Backbone Assignments for non-selective ion channel NaK tetramer
DOI: 10.13018/bmr26618
title: Resonance assignment of DVU2108 that is part of the Orange Protein complex in Desulfovibrio vulgaris Hildenborough
DOI: 10.15468/dl.tuuczg
title: Occurrence Download

description: A dataset containing 64888 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is France",
 "TaxonKey is Reynoutria japonica"
 ]
}

 The dataset includes 64888 records from 1001 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003269-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13018/bmr26619
title: Amide/Methyl/Aromatic Chemical Shifts and Order Parameters of Free Barnase
DOI: 10.13018/bmr26620
title: Amide/Methyl/Aromatic chemical shift and order parameter of Barnase-dCGAC
DOI: 10.15468/dl.xk7gz4
title: Occurrence Download

description: A dataset containing 36 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Amblyglyphidodon leucogaster"
 ]
}

 The dataset includes 36 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003373-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13018/bmr26623
title: Backbone 1H, 13C, and 15N chemical shift assignments for integrin beta3 transmembrane and cytoplasmic tail domains
DOI: 10.5281/zenodo.18699937
title: SCW Square-Wave Voltammetry Multi-label Dataset

description: This dataset was acquired using the Sensichips SCW water sensor and contains square-wave voltammetry measurements collected with multiple interdigitated electrodes (IDEs) (Platinum, Gold, Silver, Nickel, Palladium, Copper Oxide).

It includes measurements of Citric Acid, Fructose, Sucrose, and Tap Water, as well as mixtures (“Artificial Juice”) combining the three substances at defined concentrations.

Data are organized into three sets:



Set 1 (Fixed concentration / sensor variability): same concentration per substance measured using multiple sensors; some sensors include multi-metal measurements, others Platinum-only; repeated runs are indicated.

Set 2 (Variable concentration): multiple concentrations measured using a single sensor for each substance and for defined mixture recipes.

Set 3 (Variable concentration + baseline): multiple concentrations measured using a single sensor and three metals (Gold, Copper, Nickel), with a tap-water baseline measured before each substance measurement and stored alongside the data.


This dataset is suitable for ML experiments involving mixture/multi-label scenarios, robustness to sensor variability, and baseline-aware analysis.

 

More information is available at: https://sensichips.com/water-sensor/
DOI: 10.5281/zenodo.18786294
title: SCW Square-Wave Voltammetry Multi-label Dataset

description: This dataset was acquired using the Sensichips SCW water sensor and contains square-wave voltammetry measurements collected with multiple interdigitated electrodes (IDEs) (Platinum, Gold, Silver, Nickel, Palladium, Copper Oxide).

It includes measurements of Citric Acid, Fructose, Sucrose, and Tap Water, as well as mixtures (“Artificial Juice”) combining the three substances at defined concentrations.

Data are organized into three sets:



Set 1 (Fixed concentration / sensor variability): same concentration per substance measured using multiple sensors; some sensors include multi-metal measurements, others Platinum-only; repeated runs are indicated.

Set 2 (Variable concentration): multiple concentrations measured using a single sensor for each substance and for defined mixture recipes.

Set 3 (Variable concentration + baseline): multiple concentrations measured using a single sensor and three metals (Gold, Copper, Nickel), with a tap-water baseline measured before each substance measurement and stored alongside the data.


This dataset is suitable for ML experiments involving mixture/multi-label scenarios, robustness to sensor variability, and baseline-aware analysis.

 

More information is available at: https://sensichips.com/water-sensor/
DOI: 10.13018/bmr26624
title: integrin beta1 transmembrane and cytoplasmic domain
DOI: 10.13018/bmr26625
title: PH domain of the Arf GAP ASAP1
DOI: 10.15468/dl.2qgehz
title: Occurrence Download

description: A dataset containing 253 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)"
 ]
 }
 },
 "TaxonKey is one of (Rhodeus amarus)",
 "Geometry POLYGON((19.0 42.0, 19.0 34.5, 29.7 34.5, 29.7 42.0, 19.0 42.0))"
 ]
}

 The dataset includes 253 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003375-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13018/bmr26626
title: Backbone 1H, 13C and 15N resonance assignments for CaM-Fas-6-35 complex
DOI: 10.13018/bmr26627
title: Backbone 1H, 13C and 15N resonance assignments for CaM-Fas-47-83 complex
DOI: 10.13018/bmr26628
title: assignment of HuR RRM1-2
DOI: 10.13018/bmr26629
title: SPOP-MATH
DOI: 10.13018/bmr26630
title: Protein G Domain Beta-1 Wild Type
DOI: 10.13018/bmr26631
title: SPOP_MATH_PUC complex
DOI: 10.13018/bmr26632
title: Protein G Domain Beta-1 Sequence H
DOI: 10.15468/dl.v378m2
title: Occurrence Download

description: A dataset containing 14 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)"
 ]
 }
 },
 "TaxonKey is one of (Esox lucius)",
 "Geometry POLYGON((19.0 42.0, 19.0 34.5, 29.7 34.5, 29.7 42.0, 19.0 42.0))"
 ]
}

 The dataset includes 14 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003374-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2qhac
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melia azedarach",
 "Country is Libya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078520-250717081556266/datasets/export for details.
DOI: 10.15468/dl.4jhujm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melia azedarach",
 "Country is Marshall Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078521-250717081556266/datasets/export for details.
DOI: 10.6084/m9.figshare.25562751
title: Templates for protocol for PCR amplification

description: This zip file contains templates for protocol for PCR amplification
DOI: 10.6084/m9.figshare.25562751.v1
title: Templates for protocol for PCR amplification

description: This zip file contains templates for protocol for PCR amplification
DOI: 10.15468/dl.5mqe9u
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudochattonella farcimen",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086293-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hz3kgs
title: Occurrence Download

description: A dataset containing 39560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Ardeotis kori)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 39560 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086292-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29c9h6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Ardeotis kori)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086294-250717081556266/datasets/export for details.
DOI: 10.6084/m9.figshare.30355806
title: Energy absorption homogenization-based crashworthiness design framework of VRB-VS tubular structure under transverse impact with engineering application

description: To fully realize the potential of tubular structures in lightweight design, a variable-thickness rolled blanks (VRB) and variable strength (VS) hot-stamping forming process is proposed to produce the VRB-VS tubes with circular cross-section, which demonstrate significant promise for a broad spectrum of engineering applications, such as automotive seat frames and mobile elevating work platforms, among others. The complicated interacting mechanisms between multiple design variables and crashworthiness indices introduce great challenges during substantial optimization design of VRB-VS tubular structures to balance design efficiency and crashworthiness performance under transverse impact. The inherent conflict arises from a dual-aspect paradox in crashworthiness design: the ambiguous relationships between design variables and crashworthiness responses, and the sensitivity gradient divergence observed across different design schemes, collectively necessitating prolonged design iterations that substantially escalate the development cycle duration and associated costs of automotive components. To overcome these challenges, a dual-field quantification framework, comprising the normalized internal energy density (IED) and its spatial gradient variance (δIED), is proposed to investigate the mechanisms underlying the spatial homogeneity of energy absorption. The framework establishes a functional mapping between design variables and crashworthiness indices <i>via</i> a surrogate model constructed using the response surface method, which facilitates sensitivity analysis and supports subsequent structural parametric investigations. Sensitivity analysis results indicate that the thickness of VRB thick zone (t0) and the strength of high-strength zone (σs0) have the greatest impact on crashworthiness indices, whereas the midpoint of thickness transition zone (pt) and the midpoint of strength transition zone (ps) show relatively minor effects. Finally, a design criterion for homogenizing the <i>IED</i> distribution is proposed to guide the structural design of tubular components, and has been successfully applied to a VRB-VS rear seat, achieving both excellent crashworthiness and significant mass reduction. Hot-stamping forming for circular tube with continuous changes in thickness and strengthDesign criteria aimed at homogenizing structural internal energy density distributionUnified framework for crashworthiness design of anti-intrusion tubular component in carMore uniform internal energy density distribution indicates better crashworthiness index Hot-stamping forming for circular tube with continuous changes in thickness and strength Design criteria aimed at homogenizing structural internal energy density distribution Unified framework for crashworthiness design of anti-intrusion tubular component in car More uniform internal energy density distribution indicates better crashworthiness index