cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.xnd2bm
title: Occurrence Download

description: A dataset listing the 17 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Locality is Valdeavero",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 17 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005331-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hufdnb
title: Occurrence Download

description: A dataset containing 738 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Edolisoma schisticeps (G.R.Gray, 1846))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 738 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011454-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atut72
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phlomis brevidentata H.W.Li"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074775-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6bweu
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agalmyla parvifolia (S.Moore) Hilliard & B.L.Burtt"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004184-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgrnnj
title: Occurrence Download

description: A dataset containing 3700 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ageratum corymbosum Zucc."
 ]
}

 The dataset includes 3700 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005343-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bys9yb
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-77.70704 -0.97326,-77.96218 -0.87444,-78.03378 -0.87848,-78.03277 -0.97628,-77.95008 -1.04787,-77.83915 -1.07106,-77.70704 -1.07509,-77.70704 -0.97326))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is VU",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011448-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7bpcwj
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phlomis carica Rech.f."
 ]
}

 The dataset includes 12 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074790-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebag7n
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agalmyla obiana Hilliard & B.L.Burtt"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004174-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5gtw2m
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ageratum littorale Kunth"
 ]
}

 The dataset includes 43 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005340-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ef8htb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agalmyla multiflora (Kaneh. & Hatus.) Hilliard & B.L.Burtt"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004166-230224095556074/datasets/export for details.
DOI: 10.15468/dl.9czpt5
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium haneltii F.O.Khass. & R.M.Fritsch"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011449-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9t6fv
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phlomis bruguieri Desf."
 ]
}

 The dataset includes 64 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074781-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.un8pr3
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ageratum lundellii R.M.King & H.Rob."
 ]
}

 The dataset includes 13 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005345-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17542037
title: Bone Screw System Market Size, Share, Analysis Report

description: Bone Screw System Market By Material Types (Stainless-steel, Titanium, Bio absorbable); By Patient Anatomy (Lower Extremity, Upper Extremity, Spinal); By End Users (Hospital, Ambulatory Surgical Centre, Clinic) and by Regional Analysis - Global Forecast by





The Bone Screw System Market is expected to be around US$ 1.30 Billion by 2028 at a CAGR of 7% in the given forecast period.
DOI: 10.5281/zenodo.17542038
title: Bone Screw System Market Size, Share, Analysis Report

description: Bone Screw System Market By Material Types (Stainless-steel, Titanium, Bio absorbable); By Patient Anatomy (Lower Extremity, Upper Extremity, Spinal); By End Users (Hospital, Ambulatory Surgical Centre, Clinic) and by Regional Analysis - Global Forecast by





The Bone Screw System Market is expected to be around US$ 1.30 Billion by 2028 at a CAGR of 7% in the given forecast period.
DOI: 10.15468/dl.jkefdg
title: Occurrence Download

description: A dataset containing 31787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Manihot esculenta"
 ]
}

 The dataset includes 31787 records from 351 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019564-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17181236
title: Dataset for: Measurements of Cosmic Proton Flux through Neutron Monitors Using Deep Networks and Imputation Techniques in the AMS-02 Era

description: This dataset provides predicted cosmic ray proton fluxes generated from ground-based neutron monitor (NM) observations using deep learning approaches. The data include:

Daily proton flux: 2011-01-01-2024-07-31_daily_pred_ams.csvHourly proton flux: 2011-01-01-2024-07-31_hourly_pred_ams.csvBartels rotation (27 days) proton flux: 2011-06-11-2022-07-13_monthly_pred_ams.csvGap-filled NM observations: saits_results_30_imputation_v4.csv

All files are in CSV format, these datasets contain continuous proton flux measurements over an 11-year period at daily, hourly, and Bartels-rotation resolutions. They provide a valuable resource for studying both long-term modulation and short-term variations in cosmic rays, as detailed in our paper (arXiv:2412.18872v2).

 

arXiv: https://arxiv.org/abs/2412.18872v2

If you have any questions or interesting ideas you'd like to share with us, please feel free to contact: Jie, Feng, jie.feng@cern.ch
DOI: 10.5281/zenodo.17181237
title: Dataset for: Measurements of Cosmic Proton Flux through Neutron Monitors Using Deep Networks and Imputation Techniques in the AMS-02 Era

description: This dataset provides predicted cosmic ray proton fluxes generated from ground-based neutron monitor (NM) observations using deep learning approaches. The data include:

Daily proton flux: 2011-01-01-2024-07-31_daily_pred_ams.csvHourly proton flux: 2011-01-01-2024-07-31_hourly_pred_ams.csvBartels rotation (27 days) proton flux: 2011-06-11-2022-07-13_monthly_pred_ams.csvGap-filled NM observations: saits_results_30_imputation_v4.csv

All files are in CSV format, these datasets contain continuous proton flux measurements over an 11-year period at daily, hourly, and Bartels-rotation resolutions. They provide a valuable resource for studying both long-term modulation and short-term variations in cosmic rays, as detailed in our paper (arXiv:2412.18872v2).

 

arXiv: https://arxiv.org/abs/2412.18872v2

If you have any questions or interesting ideas you'd like to share with us, please feel free to contact: Jie, Feng, jie.feng@cern.ch
DOI: 10.5518/1776
title: Dataset for 'Parametric resonance, chaos and spatial structure in the Lotka-Volterra model'.

description: The dataset contains the data for generating the figures in the paper, as well as the LaTeX tikz commands and sample python scripts. The calculations are done with some fixed parameters (kappa_0 = 0.25, a_star = 1, and for the PDE calculations, diffusion constants = 1, domain = 500x500, number of Fourier modes = 512x512). The parameters that are varied are alpha (from 0 to 1), kappa_1 (from 0 to kappa_0) and n (from 0 to 1). For each combination of parameter values, the mean-field ODEs and the PDEs are solved numerically.
DOI: 10.4121/8b04f2c5-ce5b-4601-9009-853153e697ef
title: Data for paper "Electron affinity and binding energy of excitons in disordered organic semiconductors. II. First principles simulations and inverse photoemission studies for MADN"

description: Figure data of paper "Electron affinity and binding energy of excitons in disordered organic semiconductors. II. First principles simulations and inverse photoemission studies for MADN"Abstract: Key quantities for designing new opto-electronic devices that are based on disordered organic semiconductors, such as organic light-emitting diodes (OLEDs), are the frontier orbital energies, exciton energies and exciton binding energies. Obtaining these quantities spectroscopically with a high accuracy is complicated by the non-adiabaticity of such experiments. Here, we present for two isomers of the blue-emitting prototypical OLED material MADN (2-methyl-9,10-bis(naphthalen-2-yl)anthracene) multiscale first-principles simulations of optical absorption spectra and of the electron affinity, EA, a theoretical prediction and analysis of low-energy inverse photoemission spectroscopy (LEIPS) spectra that probe EA and experimental LEIPS spectra. The simulations combine many-body Green’s function theory, polarizable film-embedding, and multimode electron-vibrational coupling. We show how the onset energy of LEIPS spectra, which is commonly used to estimate EA, can differ from the actual adiabatic value, depending on material parameters and the instrumental resolution. For the two isomers of MADN, the theoretical and experimental onset energies differ by about 0.20–0.25 eV, which is within the expected uncertainty margin. However, the experimentalspectra are almost featureless, whereas the theoretical spectra show a clear peak structure. An extensive study is presented of the possible effects of thin film charging on the spectra, including charging of deep trap states. The calculated optical absorption spectra agree excellently with experiment, with a peak energy difference of only about 0.05 eV. For the two isomers of MADN, the calculated adiabatic singlet exciton binding energies are 1.0–1.1 eV.
DOI: 10.4121/8b04f2c5-ce5b-4601-9009-853153e697ef.v1
title: Data for paper "Electron affinity and binding energy of excitons in disordered organic semiconductors. II. First principles simulations and inverse photoemission studies for MADN"

description: Figure data of paper "Electron affinity and binding energy of excitons in disordered organic semiconductors. II. First principles simulations and inverse photoemission studies for MADN"Abstract: Key quantities for designing new opto-electronic devices that are based on disordered organic semiconductors, such as organic light-emitting diodes (OLEDs), are the frontier orbital energies, exciton energies and exciton binding energies. Obtaining these quantities spectroscopically with a high accuracy is complicated by the non-adiabaticity of such experiments. Here, we present for two isomers of the blue-emitting prototypical OLED material MADN (2-methyl-9,10-bis(naphthalen-2-yl)anthracene) multiscale first-principles simulations of optical absorption spectra and of the electron affinity, EA, a theoretical prediction and analysis of low-energy inverse photoemission spectroscopy (LEIPS) spectra that probe EA and experimental LEIPS spectra. The simulations combine many-body Green’s function theory, polarizable film-embedding, and multimode electron-vibrational coupling. We show how the onset energy of LEIPS spectra, which is commonly used to estimate EA, can differ from the actual adiabatic value, depending on material parameters and the instrumental resolution. For the two isomers of MADN, the theoretical and experimental onset energies differ by about 0.20–0.25 eV, which is within the expected uncertainty margin. However, the experimentalspectra are almost featureless, whereas the theoretical spectra show a clear peak structure. An extensive study is presented of the possible effects of thin film charging on the spectra, including charging of deep trap states. The calculated optical absorption spectra agree excellently with experiment, with a peak energy difference of only about 0.05 eV. For the two isomers of MADN, the calculated adiabatic singlet exciton binding energies are 1.0–1.1 eV.
DOI: 10.15468/dl.ga8haq
title: Occurrence Download

description: A dataset containing 1949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-8.66377 42.26121,-8.60757 42.26121,-8.60757 42.29195,-8.66377 42.29195,-8.66377 42.26121))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Animalia, Plantae)"
 ]
}

 The dataset includes 1949 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019565-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25592/uhhfdm.18049
title: Quantum time-marching algorithms for solving linear transport problems including boundary conditions

description: This data belongs to the article, which presents the first complete application of a quantum time-marching algorithm for simulating multidimensional linear transport phenomena with arbitrary boundaries, whereby the success probabilities are problem intrinsic. The method adapts the linear combination of unitaries algorithm to block encode the diffusive dynamics, while arbitrary boundary conditions are enforced by the method of images only at the cost of one additional qubit per spatial dimension. As an alternative to the non-periodic reflection, the direct encoding of Neumann conditions by the unitary decomposition of the discrete time-marching operator is proposed. All presented algorithms indicate optimal success probabilities while maintaining linear time complexity, thereby securing the practical applicability of the quantum algorithm on fault-tolerant quantum computers. The proposed time-marching method is demonstrated through state-vector simulations of the heat equation in combination with Neumann, Dirichlet, and mixed boundary conditions. This research data is available via this repository.
description: The current work has received funding from the European Union's Horizon Europe research and innovation program (HORIZON-CL4-2021-DIGITAL-EMERGING-02-10) under grant agreement No. 101080085 QCFD and by the Engineering and Physical Sciences Research Council under Grant No. EP/W032643/1.
DOI: 10.25592/uhhfdm.18048
title: Quantum time-marching algorithms for solving linear transport problems including boundary conditions

description: This data belongs to the article, which presents the first complete application of a quantum time-marching algorithm for simulating multidimensional linear transport phenomena with arbitrary boundaries, whereby the success probabilities are problem intrinsic. The method adapts the linear combination of unitaries algorithm to block encode the diffusive dynamics, while arbitrary boundary conditions are enforced by the method of images only at the cost of one additional qubit per spatial dimension. As an alternative to the non-periodic reflection, the direct encoding of Neumann conditions by the unitary decomposition of the discrete time-marching operator is proposed. All presented algorithms indicate optimal success probabilities while maintaining linear time complexity, thereby securing the practical applicability of the quantum algorithm on fault-tolerant quantum computers. The proposed time-marching method is demonstrated through state-vector simulations of the heat equation in combination with Neumann, Dirichlet, and mixed boundary conditions. This research data is available via this repository.
description: The current work has received funding from the European Union's Horizon Europe research and innovation program (HORIZON-CL4-2021-DIGITAL-EMERGING-02-10) under grant agreement No. 101080085 QCFD and by the Engineering and Physical Sciences Research Council under Grant No. EP/W032643/1.
DOI: 10.6084/m9.figshare.30552851
title: Comprehensive Dataset of Linear and Nonlinear Optical Properties of Chalcogenide Glasses from Literature

description: This dataset compiles reported linear and nonlinear optical metrics of various chalcogenide glass compositions collected from the scientific literature. It includes data for both planar and rib waveguide structures, thin films, and other device geometries fabricated using different deposition and patterning methods. The dataset covers a broad range of compositions (e.g., As–S, As–Se, Ge–Se systems, and hybrid chalcogenide/oxide structures) and summarises experimentally measured parameters such as:<br>Refractive index (n<sub>0</sub>) and band gap energyPropagation and coupling lossesEffective mode area and mode typeNonlinear refractive index (n<sub>2</sub>)Nonlinear coefficients (γ)Stimulated Brillouin scattering (SBS) and Raman gain coefficientsSupercontinuum generation (SCG) bandwidthsQuality factors (Q-loaded and Q-intrinsic)Fabrication details (e.g., PLD, RIE, photolithography)The dataset is intended as a reference database for researchers working on integrated nonlinear photonics, Brillouin and Raman scattering, supercontinuum generation, and optical material design based on chalcogenide glasses. Each entry is referenced to its original publication, allowing cross-checking of the source and experimental context.
DOI: 10.6084/m9.figshare.30552851.v1
title: Comprehensive Dataset of Linear and Nonlinear Optical Properties of Chalcogenide Glasses from Literature

description: This dataset compiles reported linear and nonlinear optical metrics of various chalcogenide glass compositions collected from the scientific literature. It includes data for both planar and rib waveguide structures, thin films, and other device geometries fabricated using different deposition and patterning methods. The dataset covers a broad range of compositions (e.g., As–S, As–Se, Ge–Se systems, and hybrid chalcogenide/oxide structures) and summarises experimentally measured parameters such as:<br>Refractive index (n<sub>0</sub>) and band gap energyPropagation and coupling lossesEffective mode area and mode typeNonlinear refractive index (n<sub>2</sub>)Nonlinear coefficients (γ)Stimulated Brillouin scattering (SBS) and Raman gain coefficientsSupercontinuum generation (SCG) bandwidthsQuality factors (Q-loaded and Q-intrinsic)Fabrication details (e.g., PLD, RIE, photolithography)The dataset is intended as a reference database for researchers working on integrated nonlinear photonics, Brillouin and Raman scattering, supercontinuum generation, and optical material design based on chalcogenide glasses. Each entry is referenced to its original publication, allowing cross-checking of the source and experimental context.
DOI: 10.34740/kaggle/dsv/13635029
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.3heauz
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((9.1031 41.35006,9.2859 41.33633,9.38644 41.48714,9.45955 41.67856,9.47783 41.94424,9.64235 42.12752,9.61493 42.29,9.60579 42.5666,9.50525 42.62715,9.56923 42.80845,9.51439 43.02933,9.30418 43.05605,9.26762 42.92234,9.24934 42.75479,9.11224 42.7615,8.92945 42.69436,8.70095 42.64732,8.5273 42.47229,8.49988 42.30352,8.49074 42.14786,8.60955 42.06649,8.4816 42.00539,8.60955 41.80813,8.71009 41.6649,8.72837 41.55557,8.96601 41.42549,9.1031 41.35006))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Lycaena arion, Glaucopsyche arion, Phengaris arion)"
 ]
}

 The dataset includes 20 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019568-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mywegp
title: Occurrence Download

description: A dataset containing 6906 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jania rubens"
 ]
}

 The dataset includes 6906 records from 221 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019569-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.