cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25260344.v2
title: Mesh-Clustered Gaussian Process Emulator for Partial Differential Equation Boundary Value Problems

description: Partial differential equations (PDEs) have become an essential tool for modeling complex physical systems. Such equations are typically solved numerically via mesh-based methods, such as finite element methods, with solutions over the spatial domain. However, obtaining these solutions are often prohibitively costly, limiting the feasibility of exploring parameters in PDEs. In this article, we propose an efficient emulator that simultaneously predicts the solutions over the spatial domain, with theoretical justification of its uncertainty quantification. The novelty of the proposed method lies in the incorporation of the mesh node coordinates into the statistical model. In particular, the proposed method segments the mesh nodes into multiple clusters via a Dirichlet process prior and fits Gaussian process models with the same hyperparameters in each of them. Most importantly, by revealing the underlying clustering structures, the proposed method can provide valuable insights into qualitative features of the resulting dynamics that can be used to guide further investigations. Real examples are demonstrated to show that our proposed method has smaller prediction errors than its main competitors, with competitive computation time, and identifies interesting clusters of mesh nodes that possess physical significance, such as satisfying boundary conditions. An R package for the proposed methodology is provided in an open repository.
DOI: 10.6084/m9.figshare.25260344.v1
title: Mesh-clustered Gaussian process emulator for partial differential equation boundary value problems

description: Partial differential equations (PDEs) have become an essential tool for modeling complex physical systems. Such equations are typically solved numerically via mesh-based methods, such as finite element methods, with solutions over the spatial domain. However, obtaining these solutions are often prohibitively costly, limiting the feasibility of exploring parameters in PDEs. In this paper, we propose an efficient emulator that simultaneously predicts the solutions over the spatial domain, with theoretical justification of its uncertainty quantification. The novelty of the proposed method lies in the incorporation of the mesh node coordinates into the statistical model. In particular, the proposed method segments the mesh nodes into multiple clusters via a Dirichlet process prior and fits Gaussian process models with the same hyperparameters in each of them. Most importantly, by revealing the underlying clustering structures, the proposed method can provide valuable insights into qualitative features of the resulting dynamics that can be used to guide further investigations. Real examples are demonstrated to show that our proposed method has smaller prediction errors than its main competitors, with competitive computation time, and identifies interesting clusters of mesh nodes that possess physical significance, such as satisfying boundary conditions. An R package for the proposed methodology is provided in an open repository.
DOI: 10.15468/dl.6v45cd
title: Occurrence Download

description: A dataset containing 1573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triturus pygmaeus (Wolterstorff, 1905)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 1573 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057034-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53u4dr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.537937 -32.982336, 148.537937 -32.986828, 148.544674 -32.986828, 148.544674 -32.984582, 148.549166 -32.984582, 148.549166 -32.982336, 148.537937 -32.982336))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057035-240626123714530/datasets/export for details.
DOI: 10.17909/yzkv-9940
title: HST Data from A. P. Cloonan's paper on WSLQs

description: Wide-separation lensed quasars (WSLQs) are a rare class of strongly lensed quasars, magnified by foreground massive galaxy clusters, with typically large magnifications of the multiple quasar images. They are a relatively unexplored opportunity for detailed study of quasar host galaxies. The current small sample of known WSLQs has a median redshift of $z\approx 2.1$, larger than most other samples of quasar host galaxies studied to date. Here, we derive precise constraints on the properties of six WSLQs and their host galaxies, using parametric surface brightness fitting, measurements of quasar emission lines, and stellar population synthesis of host galaxies in six WSLQ systems.  Our results, with significant uncertainty, indicate that these six hosts are a mixture of star-forming and quiescent galaxies. To probe for co-evolution between AGNs and host galaxies, we model the offset from the `local' ($z=0$) $M_{\rm{BH}}$\unicode{x2013}$M_\star$ relation as a simple power-law in redshift. Accounting for selection effects, a WSLQ-based model for evolution in the $M_{\rm{BH}}$\unicode{x2013}$M_\star$ relation has a power-law index of $\gamma_M=-0.42\pm0.31$, consistent with no evolution. Compared to several literature samples, which mostly probe unlensed quasars at $z<2$, the WSLQ sample shows less evolution from the local relation, at $\sim 4\sigma$. We find that selection effects and choices of $M_{\rm{BH}}$ calibration are the most important systematics in these comparisons. Given that we resolve host galaxy flux confidently even from the ground in some instances, our work demonstrates that WSLQs and highly magnified AGNs are exceptional systems for future AGN\unicode{x2013}host co-evolution studies.
DOI: 10.15468/dl.6mjqyd
title: Occurrence Download

description: A dataset containing 2028192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Petrochelidon pyrrhonota (Vieillot, 1817)",
 "Year 1969-2024"
 ]
}

 The dataset includes 2028192 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057019-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4khxb
title: Occurrence Download

description: A dataset containing 123345139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-118.69837 32.58736,-118.1175 14.87058,-85.87877 15.66929,-85.3705 30.98994,-118.69837 32.58736))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 1980-2024"
 ]
}

 The dataset includes 123345139 records from 2889 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057012-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10517902
title: CER.TOSA Matrix

description: https://asud.net/progetto/cer-tosa-community-for-energy-torpignattara-sustainability-action/
DOI: 10.5281/zenodo.10517903
title: CER.TOSA Matrix

description: https://asud.net/progetto/cer-tosa-community-for-energy-torpignattara-sustainability-action/
DOI: 10.15468/dl.335aqn
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Andropogon lacunosus J.G.Anderson",
 "Continent is Africa"
 ]
}

 The dataset includes 39 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000269-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9p4rdy
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Naturalis Biodiversity Center (NL) - Porifera",
 "Country is Croatia"
 ]
}

 The dataset includes 59 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000270-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5r4tj
title: Occurrence Download

description: A dataset containing 1333 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus wootonii E.Sheld."
 ]
}

 The dataset includes 1333 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000268-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7bktm8
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is OPUN - Europe",
 "Country is Croatia"
 ]
}

 The dataset includes 53 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000271-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kx3nr
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Ocean Genome Legacy Collection",
 "Country is Croatia"
 ]
}

 The dataset includes 51 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000272-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14046184
title: Support Data Operational Efficiency of Pharmaceutical Companies in China Based on Three Stage DEA with Undesirable Outputs Model.
DOI: 10.5281/zenodo.14046185
title: Support Data Operational Efficiency of Pharmaceutical Companies in China Based on Three Stage DEA with Undesirable Outputs Model.
DOI: 10.15468/dl.spt64h
title: Occurrence Download

description: A dataset containing 440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Andropogon perligulatus Stapf",
 "Continent is Africa"
 ]
}

 The dataset includes 440 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000274-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bujdta
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Paleobiology of Ostracoda in \"Oued Merarzeka\" (NE Tunisia) and the Mediterranean Sea",
 "Country is Croatia"
 ]
}

 The dataset includes 55 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000276-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qd4dn
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is RBINS Crustacea collection",
 "Country is Croatia"
 ]
}

 The dataset includes 57 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000277-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9uw6y
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Royal Botanic Gardens, Kew - Fungarium Specimens",
 "Country is Croatia"
 ]
}

 The dataset includes 58 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000278-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pz36na
title: Occurrence Download

description: A dataset containing 3520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Andropogon schirensis Hochst. ex A.Rich.",
 "Continent is Africa"
 ]
}

 The dataset includes 3520 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000279-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/4bfdbdc1-7b23-4fc0-82e0-b0956308a341.v1
title: Data and code underlying the publication: Rapid Prototyping of a Twin-Screw Granulator for lab-scale research

description: Twin-screw wet granulation has emerged as a promising solution for continuous manufacturing in the pharmaceutical sector, characterised by its flexibility and ability to produce granules with improved quality and homogeneity. However, challenges related to product formulations and twin-screw geometry affect granule properties, making lab-scale experiments costly. The study underlying this dataset explores the feasibility of using additive manufacturing to develop a functional and transparent twin-screw granulator for lab-scale research. Various printing methods, namely selective laser sintering, fused deposition modelling, and stereolithography, were evaluated for their manufacturing accuracy and surface roughness. An additive manufacturable twin-screw granulator design is proposed based on the Pharma 11 by Thermo Scientific Fisher. The granulator was successfully printed and tested in dry granulation experiments with sesame and canihua, revealing challenges such as gear slip. While the prototype serves as a proof of concept, some optimisation opportunities remain. This dataset contains all CAD files to construct your own twin-screw granulator for lab-scale research. Furthermore, it contains fully working copies of python tools and data (roughness data, measurement data) to plot the figures of the study, verify integrity and make this dataset reusable according to the FAIR principles.
DOI: 10.15468/dl.df5r2e
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Siewierz Forest District Lepidoptera Collection",
 "Country is Croatia"
 ]
}

 The dataset includes 54 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000281-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8mst9q
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Philippines",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acerodon jubatus (Eschscholtz, 1831)"
 ]
}

 The dataset includes 180 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000280-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sbqwjk
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The Herpetology Collection at the Staatliches Museum für Naturkunde Stuttgart",
 "Country is Croatia"
 ]
}

 The dataset includes 58 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000282-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rc9ka
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The molluscs collection (IM) of the Muséum national d'Histoire naturelle (MNHN - Paris)",
 "Country is Croatia"
 ]
}

 The dataset includes 53 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000284-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqp992
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((83.00919 -11.69239,128.99081 -11.69239,128.99081 6.69239,83.00919 6.69239,83.00919 -11.69239))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhinocypha anisoptera Selys, 1879"
 ]
}

 The dataset includes 26 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000285-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxk82t
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((89.85277 -14.25579,126.14723 -14.25579,126.14723 0.25579,89.85277 0.25579,89.85277 -14.25579))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhinocypha heterostigma Rambur, 1842"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000283-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14046126
title: APECOSM outputs used in the Earth's Future "Past and Future of Marine Ecosystems" special issue (historical-r3)

description: APECOSM outputs used in the Earth's Future "Past and Future of Marine Ecosystems" special issue (historical-r3)
DOI: 10.5281/zenodo.14046127
title: APECOSM outputs used in the Earth's Future "Past and Future of Marine Ecosystems" special issue (historical-r3)

description: APECOSM outputs used in the Earth's Future "Past and Future of Marine Ecosystems" special issue (historical-r3)
DOI: 10.15468/dl.p2ee4z
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Andropogon textilis Rendle",
 "Continent is Africa"
 ]
}

 The dataset includes 60 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000286-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5nkqpm
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Philippines",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acerodon leucotis (Sanborn, 1950)"
 ]
}

 The dataset includes 43 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000287-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r73ynb
title: Occurrence Download

description: A dataset containing 1084 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxytropis besseyi (Rydb.) Blank."
 ]
}

 The dataset includes 1084 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000288-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5285/21c419bf-1222-0f45-e063-7086abc00bcf
title: 30m carbon dioxide data from Porcupine Abyssal Plain Sustained Observatory (PAP-SO) collected over 3-months collected from 3rd April (deployed on DY130) to 13th June 2021 (recovered on JC231), at 8-hourly resolution using a ProOceanus CV sensor (NDIR detection).

description: As part of the Climate Linked Atlantic Sector Science (CLASS) project at the Porcupine Abyssal Plain Sustained Observatory (PAP-SO, location 49N, -16.5W) 3-months of subsurface (30m) Carbon dioxide data were collected at 8-hourly resolution using a ProOceanus CV sensor (NDIR detection) attached to the sensor frame of the PAP1 mooring. Data are available at 8-hour resolution from 3rd April (deployed on DY130) to 13th June 2021 (sensor was collected 5th May 2022 on JC231).
DOI: 10.5281/zenodo.14046220
title: Data for the paper "Reaping the benefits of model complexity with data space inversion for assimilation of noble gas tracer concentrations"

description: This is the modelling data required to obtain results discussed in "Reaping the benefits of model complexity with data space inversion for assimilation of noble gas tracer concentrations".
DOI: 10.15468/dl.auavhw
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is University of Colorado Museum of Natural History Herbarium Vascular Plant Collection",
 "Country is Croatia"
 ]
}

 The dataset includes 52 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000290-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpmhmd
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is UniLodz NHM Entomological Collection",
 "Country is Croatia"
 ]
}

 The dataset includes 58 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000289-241106120511685/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.27620196.v1
title: Tecturb files of the mean quantities for all cases

description: Flow around leaky barriers (LB) composed of three cylindrical logs were investigated using large-eddy simulation. The main LB configuration considered vertically aligned logs, with other layouts inclined at 15$^\circ$, 30$^\circ$, and 45$^\circ$ in the upstream and downstream directions. These are the tecturb files of the mean quantities for all cases.
DOI: 10.15468/dl.urxx8r
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is University of Michigan Museum of Zoology, Division of Insects",
 "Country is Croatia"
 ]
}

 The dataset includes 57 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000291-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.