cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15151/esrf-es-2306847107
title: Evolution of Intragranular Strain and Mosaicity in Undeformed and Deformed α- and γ-Grains of Duplex Steel during Electrolytic Hydrogenation

description: Hydrogen embrittlement threatens the mechanical integrity of steel in industries like infrastructure and aerospace. This experiment investigates duplex steel with coarse grains in two conditions: (i) solution-annealed (defect-free) and (ii) plastically deformed (~5% strain) with cracks, slip bands, and delaminated grain boundaries. Lab EBSD pre-characterization will identify specific grains for further DFXM monitoring during hydrogen uptake. Intragranular strain and mosaicity evolution will be mapped using ω–η and θ/2θ scans at different electrochemical charging stages. The results will provide a first-ever quantitative correlation between grain characteristics (slip bands, cracks, twins, residual strain) and hydrogen-induced intragranular changes. This study will enhance understanding of hydrogen damage mechanisms and support the development of steels with improved resistance to embrittlement.
DOI: 10.15151/esrf-es-2305776014
title: Structural insights into the selectivity of lanthanide-binding peptides and proteins

description: Lanthanide(Ln)-binding peptides and proteins, such as lanthanide-binding tags (LBT) and Lanmodulin (LanM), are the focus of intensive research owing to (i) their applications in sensing, medical imaging, recovery and separation of Ln (which have been identified as critical resources by the European Union) and (ii) the recent discovery of Ln-dependent bacteria. LBT and LanM have shown opposite selectivity trends along the Ln series. Although the understanding of such behaviour is essential to further advance the rational design and applications of Ln-binding peptides and proteins, the structural determinants for such different selectivity have not been established yet. Indeed, it is very difficult to obtain structural information on Ln-peptide/protein complexes using common techniques. This proposal aims to decipher the selectivity of LBT and LanM along the Ln series by investigating the coordination sphere of different Ln bound to LBT and LanM via L-edge X-ray absorption spectroscopy.
DOI: 10.15151/esrf-es-2305776033
title: Photoreceptor dynamics in a simplified cell model

description: The cell interior is a complex environment characterised by crowding and confinement that can affect protein dynamics. The objective of this project is to unravel how cell conditions affect the kinetics and dynamics of functionally relevant structural changes triggered by light in photoreceptors. However, the experimental gap for going from a typical biophysical sample (i.e. a homogeneous protein solution) to a living cell is very large in terms of sample stability, light penetration, protein concentration etc. We have demonstrated in the past that time-resolved X-ray solution scattering can be successfully applied to monitor hemoglobin dynamics within intact erythrocytes, which are a simplified class of cells. The objective of the present proposal is to use the rapid hemolysis approach to trap photoreceptor proteins in erythrocytes. This strategy will represent a first step to move toward a realistic picture of out-of-equilibrium protein structural dynamics in real cells.
DOI: 10.15468/dl.f49h2j
title: Occurrence Download

description: A dataset containing 7412 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 Amaranthus spinosus"
 ]
}

 The dataset includes 7412 records from 516 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002103-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18535364
title: The Mosquito as Distributed Biosensor: Inverting Pest Biology into Real-Time Epidemiological and Economic Forecasting
DOI: 10.5281/zenodo.18535365
title: The Mosquito as Distributed Biosensor: Inverting Pest Biology into Real-Time Epidemiological and Economic Forecasting
DOI: 10.15468/dl.squxd4
title: Occurrence Download

description: A dataset containing 420 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodiola algida"
 ]
}

 The dataset includes 420 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002105-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34894/vylhdj
title: Topics for interview on self-management support in a hospital setting

description: These topics were used for interviews to gain a deeper understanding of the factors perceived by nurses to impede or promote their support of patients’ self-management within the dynamic environment of the in-patient hospital setting. The topics involve
1) perspectives on providing self-management support, 2) factors influencing self-management support, and 3) elaboration of the questionnaire survey outcomes.
DOI: 10.15468/dl.jnqgmn
title: Occurrence Download

description: A dataset containing 7412 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 Amaranthus spinosus"
 ]
}

 The dataset includes 7412 records from 516 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002106-260208012135463/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.26124871
title: Neural Networks-based Automated Test Oracles

description: With increasing complexity and importance in the society of software systems, testing software products becomes increasingly challenging and one of the problems that appears is determining the correct output given an input, named the test oracle problem.The aim of the paper is two fold: (1) to replicate the findings in a previous work regarding the use of various neural network models for the test oracle problem, and (2) to investigate further aspects regarding hyperparameter optimization by using the L4 Taguchi approach. Three datasets were used, two from previous studies and one created. In the execution of the experiment it is also simulated the real regression testing process by using mutation datasets.The results from the replication experiments show similar results to the ones from the original research, on the Triangle dataset, the ANN (Artificial Neural Networks) has a 0.12 MARE (Mean Absolute Relative Error) score while RBF (Radial Basis Function) 0.23; however, for both Bank Credit and Heart Risk datasets the RBF obtained the best MARE results, 0.09 and 0.12. The Taguchi L4 method does not offer a single optimal solution for a model for all datasets, but we can observe some trends in the results. Across all experiments, for the epochs parameters it seems that the best results are for 100 for all datasets and for the two models, except for the triangle dataset and ANN model. Regarding the hidden layers, best results are for the 50 nodes in the case of the ANN and 350 nodes in case of the RBF.
DOI: 10.6084/m9.figshare.26124871.v1
title: Neural Networks-based Automated Test Oracles

description: With increasing complexity and importance in the society of software systems, testing software products becomes increasingly challenging and one of the problems that appears is determining the correct output given an input, named the test oracle problem.The aim of the paper is two fold: (1) to replicate the findings in a previous work regarding the use of various neural network models for the test oracle problem, and (2) to investigate further aspects regarding hyperparameter optimization by using the L4 Taguchi approach. Three datasets were used, two from previous studies and one created. In the execution of the experiment it is also simulated the real regression testing process by using mutation datasets.The results from the replication experiments show similar results to the ones from the original research, on the Triangle dataset, the ANN (Artificial Neural Networks) has a 0.12 MARE (Mean Absolute Relative Error) score while RBF (Radial Basis Function) 0.23; however, for both Bank Credit and Heart Risk datasets the RBF obtained the best MARE results, 0.09 and 0.12. The Taguchi L4 method does not offer a single optimal solution for a model for all datasets, but we can observe some trends in the results. Across all experiments, for the epochs parameters it seems that the best results are for 100 for all datasets and for the two models, except for the triangle dataset and ANN model. Regarding the hidden layers, best results are for the 50 nodes in the case of the ANN and 350 nodes in case of the RBF.
DOI: 10.15468/dl.hvwdhw
title: Occurrence Download

description: A dataset listing the 733 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-114.80439 32.49852,-114.51917 32.48525,-114.33319 32.7556,-114.75856 32.76285,-114.80439 32.49852))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 733 records were derived from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002095-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4yhzu3
title: Occurrence Download

description: A dataset containing 2185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Arab Emirates",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Luscinia megarhynchos"
 ]
}

 The dataset includes 2185 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002107-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21979/n9/m0xgyy
title: Replication Data for: Peritectic engineering enhanced thermoelectrics for smart thermal messaging devices

description: ML data
DOI: 10.15468/dl.rskkcx
title: Occurrence Download

description: A dataset containing 436 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 Amaranthus standleyanus"
 ]
}

 The dataset includes 436 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002108-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18535679
title: INNOVATIVE METHODS OF ASSESSING CREDITWORTHINESS IN MODERN BANKING PRACTICE

description: The article analyzes innovative methods for assessing creditworthiness in modern banking practice and examines the use of artificial intelligence, machine learning algorithms, big data analytics, and alternative data sources. Particular attention is paid to their role in improving the accuracy of credit risk assessment, enhancing scoring systems, and supporting data-driven decision-making in the digital financial environment.
DOI: 10.5281/zenodo.18535680
title: INNOVATIVE METHODS OF ASSESSING CREDITWORTHINESS IN MODERN BANKING PRACTICE

description: The article analyzes innovative methods for assessing creditworthiness in modern banking practice and examines the use of artificial intelligence, machine learning algorithms, big data analytics, and alternative data sources. Particular attention is paid to their role in improving the accuracy of credit risk assessment, enhancing scoring systems, and supporting data-driven decision-making in the digital financial environment.
DOI: 10.5281/zenodo.18535615
title: Voynich Manuscript Deciphered via Sovereign Recursion: A Visual-Logical Notation System, Not a Cipher
DOI: 10.5281/zenodo.18535616
title: Voynich Manuscript Deciphered via Sovereign Recursion: A Visual-Logical Notation System, Not a Cipher
DOI: 10.15468/dl.4rhx2e
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tropaeolum pubescens"
 ]
}

 The dataset includes 238 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002110-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.955ypg
title: Occurrence Download

description: A dataset containing 7534 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bothrops asper"
 ]
}

 The dataset includes 7534 records from 242 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002109-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/p1t-pq8-klw
title: Phlegmariurus subfalciformis (Alderw.) A. R. Field & Bostock

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2ss-rsd-ask
title: Silene nutans L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/g8d-rx0-2dx
title: Phyteuma spicatum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5af-exd-t4c
title: Sonchus arvensis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zcc-rn7-nf5
title: Phlegmariurus macgregorii (Baker) A. R. Field & Bostock

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rtd-w6t-a95
title: Ranunculus peltatus Schrank

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0em-xqp-bb9
title: Rumex thyrsiflorus Fingerh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/scq-qer-vke
title: Poa nemoralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/kxc-2ec-hzy
title: Potentilla erecta (L.) Raeusch.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/txc-hfh-xhc
title: Zephyranthes mesochloa Herb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/myw-l51-q64
title: Zephyranthes mesochloa Herb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v66-gz5-tsx
title: Zephyranthes microcarpa (Rusby) S.C.Arroyo

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5zw-y60-v99
title: Zephyranthes puertoricensis Traub

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/41h-90e-wpr
title: Zephyranthes puertoricensis Traub

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xf2-q0p-p4a
title: Zephyranthes puertoricensis Traub

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.khtg56
title: Occurrence Download

description: A dataset containing 501 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Occurrence records of small and medium sized mammal species in Tana River Basin, Kenya"
 ]
}

 The dataset includes 501 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112569-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyt37w
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes (Mart.) Solms",
 "Country is Myanmar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112571-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/c8z-egf-nkk
title: Phlegmariurus filiformis (Sw.) W. H. Wagner

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/k96-4m2-azl
title: Phlegmariurus ledermannii (Herter) A. R. Field & Bostock

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/e5a-abb-mt3
title: Tephroseris cladobotrys (Ledeb.) Griseb. & Schenk

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/l94-zzp-phb
title: Phlegmariurus ledermannii (Herter) A. R. Field & Bostock

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r4f-ep8-pk3
title: Phlegmariurus ledermannii (Herter) A. R. Field & Bostock

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/arl-96f-l7m
title: Viburnum opulus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zt2-v7s-4hz
title: Rhipsalis barthlottii Ralf Bauer & N. Korotkova

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/30p-1mw-8y0
title: Vicia sativa subsp. nigra Ehrh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jdv-424-rw7
title: Phlegmariurus subfalciformis (Alderw.) A. R. Field & Bostock

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vd9-ec4-d0q
title: Zephyranthes tubispatha (L'Hér.) Herb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5e2-y3g-nhv
title: Zephyranthes tubispatha (L'Hér.) Herb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v74-1jz-s0f
title: Ranunculus polyanthemos subsp. nemorosus (DC.) Schübl. & G. Martens

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/aay-hy5-2p3
title: Acanthospermum australe (Loefl.) Kuntze

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fw6-m8x-wfw
title: Acanthospermum australe (Loefl.) Kuntze

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p9z-jnf-s5v
title: Acanthospermum australe (Loefl.) Kuntze

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4pp-kpw-g9z
title: Psiadia marojejyensis (Humbert) Humbert

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xfp-srt-sjq
title: Phlegmariurus giganteus (Herter) A. R. Field & Bostock

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7we-x39-e6q
title: Achillea atrata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qy2-sy3-hjn
title: Phlegmariurus giganteus (Herter) A. R. Field & Bostock

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tsz-5zt-nea
title: Asplenium raddianum Gaudich.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6tl-q0h-gqe
title: Vachellia etbaica subsp. uncinata (Brenan) Kyal. & Boatwr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pd4-jwy-zld
title: Acanthospermum hispidum DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1py-gc7-9de
title: Acanthospermum australe (Loefl.) Kuntze

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/k58-ay3-b7y
title: Acanthospermum hispidum DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mtq-gpe-172
title: Acanthospermum australe (Loefl.) Kuntze

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.pjkpc7
title: Occurrence Download

description: A dataset containing 93431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Peru",
 "Geometry POLYGON((-71.80659 -11.55617,-71.85134 -12.14641,-71.25897 -12.23377,-70.91804 -12.01856,-71.00541 -11.75008,-71.45714 -11.51356,-71.67875 -11.5093,-71.77463 -11.51995,-71.80659 -11.55617))"
 ]
}

 The dataset includes 93431 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280031-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nawf84
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sterigmostemum ramosissimum (O.E.Schulz) Rech.f."
 ]
}

 The dataset includes 53 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157538-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpnbzr
title: Occurrence Download

description: A dataset containing 287 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hourstonius pele (J.L.Barnard, 1970)"
 ]
}

 The dataset includes 287 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121481-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5tvft
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sus barbatus Müller, 1838",
 "Year 1962-2022"
 ]
}

 The dataset includes 232 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0134791-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.