cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15278304
title: AI'nspired: Data for evaluating AI-generated vs. web images as sources of design inspiration

description: The resource contains data from an experimental study involving a design task supplemented by three questionnaires. The experiment generated a dataset comprising 26 tram designs. These projects were developed as part of a ”Trams of the Future” competition organized by the Faculty of Architecture at Poznan University of Technology, Poznan Technological Institute Łukasiewicz, and Modertrans. The design task was undertaken by 52 participants, working individually or in pairs. As part of the design process, participants were required to gather inspiration from two sources, selecting up to 10 images from open online sources and up to 10 generated using the Midjourney V6 tool. In total, 1050 images were gathered for analyses (474 web inspirations, 417 AI inspirations, and 159 final project images). These are available in the AI'nspired images.zip file. Precomputed color, contrast, Resnet embedding, and DINO embedding similarities between inspiration images and final designs images are available in the AI'inspired image similarities.csv file.

Participants also completed two questionnaires detailing their experiences with AI tools and their preferences for the images used as inspiration. The first questionnaire was completed before the projects started, whereas the second one was completed after submitting the final designs. Finally, a separate survey was conducted among 33 experts in architecture, interior design, industrial design, and visual arts. The experts filled out an online questionnaire to rate the tram designs in terms of creativity and innovation. Data from all three surveys (along with group identifiers for matching images to surveys) are available in the AI'nspired surveys.zip file. The surveys are in two languages: Polish [PL] - the original language in which they were gathered, and English [EN] - translations of the original survey questions and answers.
DOI: 10.5281/zenodo.15278286
title: Stratton et al Prolactin Sensitization Manuscript - Raw Data

description: Raw data set for manuscript Stratton et al titled, "A prolactin-targeting antibody to prevent stress-induced peripheral nociceptor sensitization and female postoperative pain". 

Contains electrophysiological, biochemical, and behavioral output measures.
DOI: 10.5281/zenodo.15278287
title: Stratton et al Prolactin Sensitization Manuscript - Raw Data

description: Raw data set for manuscript Stratton et al titled, "A prolactin-targeting antibody to prevent stress-induced peripheral nociceptor sensitization and female postoperative pain". 

Contains electrophysiological, biochemical, and behavioral output measures.
DOI: 10.15468/dl.57kyfm
title: Occurrence Download

description: A dataset containing 729 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Orb weaving spiders of Valle del Cauca"
 ]
}

 The dataset includes 729 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000721-250424135625364/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.29092385
title: <b>Arbuscular mycorrhizal fungi enhance nitrogen acquisition from, but not carbon loss of, organic matter in soil</b>

description: This dataset includes an experimental dataset and a meta-analysis dataset for investigating the effect of arbuscular mycorrhizal fungi (AMF) in mediating the relationship between plant N acquisition from, and decomposition of organic substrates. The experimental data are results from an experiment using mycorrhizal-defective mutants and wild-types of two plant species with isotopically labelled litter to trace the allocation of carbon and nitrogen drived from litter in plant and soil. The meta-analysis dataset collected 108 entries from 43 studies that also employed stable isotopically labelled organic substrates. The meta-analysis dataset also includes information on the properties of the added organic substrates (type and ln-transformed C:N ratio) and the experimental design (methods used for AMF exclusion and spatial distribution of organic substrates).
DOI: 10.3535/s4w-d5s-dtc
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xbf-nev-pmc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mk9-gad-1l3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7dw-lpa-jts
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jva-ds4-ma2
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/80z-0hz-ssh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s1w-gyw-s6p
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g0h-4zm-46e
title: Chitra

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lr9-vla-jns
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z46-1xa-m71
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a3a-dl0-1q8
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nt9-ym9-j7x
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qby-5er-tb6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w13-4v0-3qz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/45a-wez-d98
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sd5-ss3-epk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vr5-ysf-m06
title: Elephas Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ynk-cx9-jpy
title: Bubalus C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3pn-x6p-5yq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/40h-07n-cy3
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/es0-1fg-4rl
title: Crocodylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3mr-map-azx
title: Elephas Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/823-1e9-eaa
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zwx-824-tbd
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/46m-5s0-20y
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gfh-lx0-ttz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hm3-lmc-qtc
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w51-wnt-edg
title: Cervidae Goldfuss, 1820

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b6l-ykr-yf8
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q0z-vym-1p5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.3eufqq
title: Occurrence Download

description: A dataset containing 642732 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Phalaris arundinacea"
 ]
}

 The dataset includes 642732 records from 2231 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023928-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1285/i20705948v10n3p759
title: Regular point scoring by professional basketball players

description: In this paper we study the performance of basketball players paying special attention to stability and regularity with the focus on points scored. To this end we model regularity using the median absolute deviation for variables explaining its variation and we employed the Cochran variance outlier test to identify the players with largest variance in his performance. Also we analyze the ordinal patterns of player's performance considering short term evaluations (3 games per week). Our research provides an advancement on a simple but important question in basketball metrics: how to measure regularity in points scored and which factors may influence it.
DOI: 10.25549/inscriptifact-ouc110826240
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.25549/inscriptifact-ouc110826236
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.25549/inscriptifact-ouc110826233
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.25549/inscriptifact-ouc110826231
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.25549/inscriptifact-ouc110826665
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.25549/inscriptifact-ouc110826642
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.25549/inscriptifact-ouc110826629
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.5281/zenodo.15263290
title: In vitro comparison of three earwax removal formulations for the disintegration of earwax
DOI: 10.5281/zenodo.15263291
title: In vitro comparison of three earwax removal formulations for the disintegration of earwax
DOI: 10.25914/33ne-q115
title: CORDEX AUS20i BARPA-R CMCC-ESM2 Historical
DOI: 10.5281/zenodo.14795699
title: Nitrogen stable isotope composition of amino acids in bone collagen of modern wolf (Canis lupus), Białowieża Forest, Poland, and its prey, and Late Pleistocene cave hyena (Crocuta crocuta), Perspektywiczna Cave, Poland, and its prey

description: This dataset presents nitrogen stable isotope (δ¹⁵N, ‰ Air N2) GC-C-IRMS data for individual amino acids of bone collagen (columns H-Q) with their standard deviation (columns R-AA), and nitrogen stable isotope (δ¹⁵N, ‰ Air N2) EA-IRMS data for bulk collagen (column AC). Amino acids analyzed are (by order of appearance in the GC spectrum): Ala, Val, Gly, Pro, Thr, Asx (aspartate, merged Asp and Asn), Ser, Glx (glutamate, merged Glu and Gln), Phe, and Hyp. Other peaks (Leu, Ile, Nle, Met) were also detected but not measured (Leu and Ile coeluted in most samples; Nle was a non-collagen internal standard used for calibration; Met usually gave large differences between replicates).

Research material were bones of herbivorous and carnivorous mammals, both fossil and modern. Fossil animals included: reindeer Rangifer tarandus, steppe bison/aurochs Bison/Bos, horse Equus ferus, woolly rhino Coelodonta antiquitatis, mammoth Mammuthus primigenius, and spotted hyena Crocuta crocuta, all from Late Pleistocene sediments of Perspektywiczna Cave (Poland). Modern animals included: wild boar Sus scrofa, European bison Bison bonasus, red deer Cervus elaphus, roe deer Capreolus capreolus, and wolf Canis lupus, all from Białowieża Forest (Poland).  

Quality control (QC) data are provided, including: difference between δ¹⁵N values of Pro and Hyp (column AB), and difference between bulk collagen EA-IRMS value and GC-C-IRMS amino acid mass balanced value (column AF). Mass balance was calculated using average amino acid participation in total nitrogen pool of bone collagen (raw 46) and presented in column AD with standard deviation in column AE.

The analytical details are presented in paper https://doi.org/10.1016/j.palaeo.2025.113040.
DOI: 10.5281/zenodo.14795700
title: Nitrogen stable isotope composition of amino acids in bone collagen of modern wolf (Canis lupus), Białowieża Forest, Poland, and its prey, and Late Pleistocene cave hyena (Crocuta crocuta), Perspektywiczna Cave, Poland, and its prey

description: This dataset presents nitrogen stable isotope (δ¹⁵N, ‰ Air N2) GC-C-IRMS data for individual amino acids of bone collagen (columns H-Q) with their standard deviation (columns R-AA), and nitrogen stable isotope (δ¹⁵N, ‰ Air N2) EA-IRMS data for bulk collagen (column AC). Amino acids analyzed are (by order of appearance in the GC spectrum): Ala, Val, Gly, Pro, Thr, Asx (aspartate, merged Asp and Asn), Ser, Glx (glutamate, merged Glu and Gln), Phe, and Hyp. Other peaks (Leu, Ile, Nle, Met) were also detected but not measured (Leu and Ile coeluted in most samples; Nle was a non-collagen internal standard used for calibration; Met usually gave large differences between replicates).

Research material were bones of herbivorous and carnivorous mammals, both fossil and modern. Fossil animals included: reindeer Rangifer tarandus, steppe bison/aurochs Bison/Bos, horse Equus ferus, woolly rhino Coelodonta antiquitatis, mammoth Mammuthus primigenius, and spotted hyena Crocuta crocuta, all from Late Pleistocene sediments of Perspektywiczna Cave (Poland). Modern animals included: wild boar Sus scrofa, European bison Bison bonasus, red deer Cervus elaphus, roe deer Capreolus capreolus, and wolf Canis lupus, all from Białowieża Forest (Poland).  

Quality control (QC) data are provided, including: difference between δ¹⁵N values of Pro and Hyp (column AB), and difference between bulk collagen EA-IRMS value and GC-C-IRMS amino acid mass balanced value (column AF). Mass balance was calculated using average amino acid participation in total nitrogen pool of bone collagen (raw 46) and presented in column AD with standard deviation in column AE.

The analytical details are presented in paper https://doi.org/10.1016/j.palaeo.2025.113040.
DOI: 10.15468/dl.rzjk36
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Harpalus stephani Ball, 1972",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008643-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gx6em8
title: Occurrence Download

description: A dataset containing 2157 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cassia javanica L."
 ]
}

 The dataset includes 2157 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012340-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7274/28766591
title: High-Order Computation of Gradient Flows and Barycenters in Generalized Wasserstein Spaces

description: This dissertation presents a robust, scalable, and highly accurate numerical framework for computing gradient flows and barycenters in generalized Wasserstein spaces. These spaces are constructed by equipping the set of positive measures on a ground metric space with mean-field control-based extensions of the Benamou–Brenier formula. Gradient flow trajectories in such spaces represent solutions to a class of partial differential equations (PDEs) that model dissipative dynamics. A notable example is the porous medium equation which frequently appears in applications involving non-linear diffusion.

The first part of the work develops two classical first-order finite element schemes for solving the porous medium equation. These schemes are carefully designed to preserve key properties—mass conservation, positivity, and energy dissipation—implied by its underlying gradient flow structure. Their performance is validated through standard benchmark problems, and their convergence rates are numerically demonstrated.

Recognizing inherent limitations in extending classical methods to high-order temporal accuracy, a novel variational method is then introduced that obtains PDE solutions as gradient flow trajectories in Wasserstein spaces via mean-field control. This formulation is discretized using high-order spacetime finite elements and solved via the primal-dual hybrid gradient method. The efficacy of the numerical scheme is illustrated through application on a heat equation system and a porous medium equation system containing source terms, and high-order convergence rates are demonstrated in one and two spatial dimensions.

Building upon these developments, this work culminates in a generalized, mean-field control formulation of the Wasserstein barycenter problem, also discretized using high-order finite elements, and solved via the primal-dual hybrid gradient method.
The proposed formulation handles systems of unnormalized densities without relying on entropy regularization and incorporates reaction–diffusion dynamics. The robustness of the proposed method is demonstrated through several numerical experiments that compute barycenters in a three-dimensional Euclidean domain and on embedded two-dimensional manifolds.