cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.26023/nvpb-hbk5-2s0g
title: CFACT: National Weather Service High Resolution Radiosonde Data. Version 1.0

description: High vertical resolution radiosonde data from National Weather Service radiosonde stations within and near the Cold Fog Amongst Complex Terrain (CFACT) domain. Three stations are included in this dataset: Salt Lake City UT (KSLC), Boise ID (KBOI), and Elko, NV (KLKN). User should select the "textual list" option when doing Preview to ensure that all station soundings plots for the selected date are shown.
DOI: 10.5281/zenodo.17257224
title: Daten der Notaufnahmesurveillance

description: Der Datensatz "Daten der Notaufnahmesurveillance" wird durch das Robert Koch-Institut und das AKTIN-Notaufnahmeregister bei Krankenhausaufnahmen bereitgestellt. Der Datensatz beinhaltet aggregierte Routinedaten aus deutschen Notaufnahmen zur syndromischen Überwachung von akuten Erkrankungen. Dazu zählen grippeähnliche Erkrankungen (ILI), Coronavirus-Erkrankungen (COVID-19), akute respiratorische Erkrankungen (ARE), gastrointestinale Infektionen (GI) und schwere akute respiratorische Infektionen (SARI). Dabei wird der relative Anteil dieser Erkrankungen an der Gesamtzahl der Notaufnahmevorstellungen sowie die berechneten Erwartungswerte und Prädiktionsintervalle ausgewiesen. Die Daten sind nach Notaufnahmetypen und Altersgruppen aggregiert. Damit bietet der Datensatz eine wertvolle Ressource für die Forschung im Bereich der Notfallmedizin und der Überwachung akuter Gesundheitsereignisse in Deutschland.
DOI: 10.15468/dl.nz3y9w
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meum athamanticum",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043105-250920141307145/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.30272299
title: Data sets for "ARTreeFormer: A Faster Attention-based Autoregressive Model For Phylogenetic Inference"

description: Description of the dataARTreeFormer is a deep autoregressive model for modeling the distribution of phylogenetic tree topologies. It significantly improves upon ARTree in terms of the training and sampling speed by leveraging the fixed-point numerical solver and the attention scheme. The tree topology density estimation (TDE) experiment is widely used to assess the estimation accuracy and speed for different probabilistic models for phylogenetic tree topologies. To perform this experiment, one needs first to train a model by fitting the training data of tree topologies with maximum likelihood estimation, and then evaluate the fitness (e.g., KL divergence) to the ground truth tree topologies. This repository contains the eight sets of training data of tree topologies (i.e.,"short run") and ground truth data of tree topologies (i.e., "golden run"), called DS1-8, respectively, for reproducing the TDE experiment in the ARTreeFormer paper.<br>These tree topologies are constructed by running MrBayes on the following eight sequence data. These data sets consist of sequences from 27 to 64 eukaryote species with 378 to 2520 site observations.<br>DS1, 27 taxa, 1949 sites, [Hedges et al. (1990)]DS2, 29 taxa, 2520 sites, [Garey et al. (2012)]DS3, 36 taxa, 1812 sites, [Yang and Yoder (2003)]DS4, 41 taxa, 1137 sites, [Henk et al. (2003)]DS5, 50 taxa, 378 sites, [Lakner et al. (2008)]DS6, 50 taxa, 1133 sites, [Zhang and Blackwell (2001)]DS7, 59 taxa, 1824 sites, [Yoder and Yang (2004)]DS8, 64 taxa, 1008 sites, [Rossman et al. (2001)]FilesFile: short_run_data_DS1-8<b>Description</b>: This file contains 8 sets of tree topologies as training data, and each set contains 10 replicates. To construct the training data set, we run MrBayes v3.2.7a on each sequence set with 10 replicates of 4 chains and 8 runs until the runs have ASDSF (the standard convergence criteria used in MrBayes) less than 0.01 or a maximum of 100 million iterations, collect the samples every 100 iterations, and discard the first 25%. For the Bayesian setting in MrBayes runs, we assume a uniform prior on the tree topologies, an i.i.d. exponential prior Exp(10) on branch lengths, and the simple Jukes & Cantor (JC) substitution model.File: golden_run_data_DS1-8<b>Description</b>: This file contains 8 sets of tree topologies as ground truth data. For each sequence set, we run 10 extremely long single-chain MrBayes (v3.2.7a) runs, each for one billion iterations, where the samples are collected every 1000 iterations, with the first 25% discarded as burn-in. For the Bayesian setting in MrBayes runs, we assume a uniform prior on the tree topologies, an i.i.d. exponential prior Exp(10) on branch lengths, and the simple Jukes & Cantor (JC) substitution model.SoftwareWe use MrBayes v3.2.7a to produce the training data and the ground truth data of tree topologies.
DOI: 10.6084/m9.figshare.30272299.v1
title: Data sets for "ARTreeFormer: A Faster Attention-based Autoregressive Model For Phylogenetic Inference"

description: Description of the dataARTreeFormer is a deep autoregressive model for modeling the distribution of phylogenetic tree topologies. It significantly improves upon ARTree in terms of the training and sampling speed by leveraging the fixed-point numerical solver and the attention scheme. The tree topology density estimation (TDE) experiment is widely used to assess the estimation accuracy and speed for different probabilistic models for phylogenetic tree topologies. To perform this experiment, one needs first to train a model by fitting the training data of tree topologies with maximum likelihood estimation, and then evaluate the fitness (e.g., KL divergence) to the ground truth tree topologies. This repository contains the eight sets of training data of tree topologies (i.e.,"short run") and ground truth data of tree topologies (i.e., "golden run"), called DS1-8, respectively, for reproducing the TDE experiment in the ARTreeFormer paper.<br>These tree topologies are constructed by running MrBayes on the following eight sequence data. These data sets consist of sequences from 27 to 64 eukaryote species with 378 to 2520 site observations.<br>DS1, 27 taxa, 1949 sites, [Hedges et al. (1990)]DS2, 29 taxa, 2520 sites, [Garey et al. (2012)]DS3, 36 taxa, 1812 sites, [Yang and Yoder (2003)]DS4, 41 taxa, 1137 sites, [Henk et al. (2003)]DS5, 50 taxa, 378 sites, [Lakner et al. (2008)]DS6, 50 taxa, 1133 sites, [Zhang and Blackwell (2001)]DS7, 59 taxa, 1824 sites, [Yoder and Yang (2004)]DS8, 64 taxa, 1008 sites, [Rossman et al. (2001)]FilesFile: short_run_data_DS1-8<b>Description</b>: This file contains 8 sets of tree topologies as training data, and each set contains 10 replicates. To construct the training data set, we run MrBayes v3.2.7a on each sequence set with 10 replicates of 4 chains and 8 runs until the runs have ASDSF (the standard convergence criteria used in MrBayes) less than 0.01 or a maximum of 100 million iterations, collect the samples every 100 iterations, and discard the first 25%. For the Bayesian setting in MrBayes runs, we assume a uniform prior on the tree topologies, an i.i.d. exponential prior Exp(10) on branch lengths, and the simple Jukes & Cantor (JC) substitution model.File: golden_run_data_DS1-8<b>Description</b>: This file contains 8 sets of tree topologies as ground truth data. For each sequence set, we run 10 extremely long single-chain MrBayes (v3.2.7a) runs, each for one billion iterations, where the samples are collected every 1000 iterations, with the first 25% discarded as burn-in. For the Bayesian setting in MrBayes runs, we assume a uniform prior on the tree topologies, an i.i.d. exponential prior Exp(10) on branch lengths, and the simple Jukes & Cantor (JC) substitution model.SoftwareWe use MrBayes v3.2.7a to produce the training data and the ground truth data of tree topologies.
DOI: 10.15468/dl.9mk2c9
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meum athamanticum",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 202 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043106-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15478879
title: Data for "Unraveling superradiance: Entanglement and mutual information in collective decay"

description: Data for the figures of 'Unraveling superradiance: Entanglement and mutual information in collective decay', at https://doi.org/10.1103/qbfk-zrzc and at https://doi.org/10.48550/arXiv.2505.13401.
DOI: 10.5281/zenodo.15478880
title: Data for "Unraveling superradiance: Entanglement and mutual information in collective decay"

description: Data for the figures of 'Unraveling superradiance: Entanglement and mutual information in collective decay', at https://doi.org/10.1103/qbfk-zrzc and at https://doi.org/10.48550/arXiv.2505.13401.
DOI: 10.26023/441j-mjy8-950x
title: CSU TRMM-LBA Sounding Data. Version 1.0

description: This dataset contains the upper air soundings collected during the Tropical Rainfall Measuring Mission - Large Scale Biosphere-Atmosphere Experiment in Amazonia (TRMM-LBA). Included are soundings from the enhanced sites and the operational sites of the field campaign. Please refer to the provided documentation for more information.
DOI: 10.15468/dl.g9xjav
title: Occurrence Download

description: A dataset containing 2778 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podarcis melisellensis"
 ]
}

 The dataset includes 2778 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043107-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17257080
title: The influence of dominant habitats on termite species diversity and community structure in the Brazilian Savanna - Dataset and Scripts

description: The folder contains all the datasets, images, and codes used in the article :The influence of dominant habitats on termite species diversity and community structure in the Brazilian Savanna
DOI: 10.25318/4610009701-fra
title: Propriétaires de propriétés résidentielles selon le type de famille et d’autres caractéristiques démographiques

description: Nombre de propriétaires qui sont des personnes résidentes occupant l'une de leurs propriétés résidentielles, ainsi que la valeur totale de l’évaluation foncière de leurs propriétés, le revenu familial total, la taille de la famille, selon le sexe, le type de famille et l’âge.
DOI: 10.26023/57xb-426d-xm0h
title: IMPROVE-I Quality Assurance Assessments. Version 1.0

description: This dataset contains the Quality Assurance Assessments for flights 1841-1860 of the Improvement of Microphysical Parameterization through Observational Verification Experiment 1 (IMPROVE-1). Files are separated by flight. Flights flew out of Paine Field in Everett, WA.
DOI: 10.15468/dl.93r2vm
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043110-250920141307145/datasets/export for details.
DOI: 10.15468/dl.5bag8w
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aralia chinensis",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043111-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eqdwk7
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aralia chinensis",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043112-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mcgsu
title: Occurrence Download

description: A dataset containing 45550 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Bombus pratorum",
 "Year 2005-2025"
 ]
}

 The dataset includes 45550 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043108-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xeqc94
title: Occurrence Download

description: A dataset containing 38622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((8.90634 50.19792,7.05445 45.87684,13.47892 43.81917,19.38339 39.71359,26.22277 40.04631,31.02883 44.66752,31.39853 50.39781,24.15247 52.17236,15.50158 51.21114,8.90634 50.19792))",
 "OccurrenceStatus is Present",
 "TaxonKey is Acrocephalus palustris"
 ]
}

 The dataset includes 38622 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043109-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5286/isis.e.rb2510601-1
title: Magnetic ground state study of Co2+ stacked-honeycomb antiferromagnet: Ba2Co(PO4)2

description: We have explored the bulk and local probe studies on this Ba2Co(PO4)2 with stacked-honeycomb lattices of cobalt ions on the bc-plane. Through a combination of magnetic susceptibility, specific heat, and 31P NMR studies, the temperature-magnetic-field phase diagram associated with this long range magnetic ordering TN = 3 K has been mapped out. A low-temperature field-induced spin-flop transition and spin-reorientation transition below TN is found to occur at an applied field of∼3 Tesla and ∼10 Tesla respectively. The temperature dependent susceptibility curve χ(T) also shows pronounced broad peak, characteristics of the short-range magnetic ordering, with T max = 4.5 K. The combined results of heat capacity and susceptibility of Ba2Co(PO4)2 stabilize a magnetic field induce phase transition. However, for this interesting compound magnetic structure is not determined and thus WISH measurements will fill this gap. Though, we have theoretically calculated and found a magnetic ground sate as anti-Neél / stipe-order Therefore, to explore the magnetic structure of Ba2Co(PO4)2 , we would like to measure high-resolution powder neutron diffraction. Here, our interest is to perform high-resolution powder neutron diffraction experiments to determine the magnetic structure of this compound. Moreover, the Co2+ ions is in the distorted octahedral environment and are expected to have an effective spin-1/2 due to spin-orbit coupled Kramers doublet.
DOI: 10.5286/isis.e.rb2510601
title: Magnetic ground state study of Co2+ stacked-honeycomb antiferromagnet: Ba2Co(PO4)2

description: We have explored the bulk and local probe studies on this Ba2Co(PO4)2 with stacked-honeycomb lattices of cobalt ions on the bc-plane. Through a combination of magnetic susceptibility, specific heat, and 31P NMR studies, the temperature-magnetic-field phase diagram associated with this long range magnetic ordering TN = 3 K has been mapped out. A low-temperature field-induced spin-flop transition and spin-reorientation transition below TN is found to occur at an applied field of∼3 Tesla and ∼10 Tesla respectively. The temperature dependent susceptibility curve χ(T) also shows pronounced broad peak, characteristics of the short-range magnetic ordering, with T max = 4.5 K. The combined results of heat capacity and susceptibility of Ba2Co(PO4)2 stabilize a magnetic field induce phase transition. However, for this interesting compound magnetic structure is not determined and thus WISH measurements will fill this gap. Though, we have theoretically calculated and found a magnetic ground sate as anti-Neél / stipe-order Therefore, to explore the magnetic structure of Ba2Co(PO4)2 , we would like to measure high-resolution powder neutron diffraction. Here, our interest is to perform high-resolution powder neutron diffraction experiments to determine the magnetic structure of this compound. Moreover, the Co2+ ions is in the distorted octahedral environment and are expected to have an effective spin-1/2 due to spin-orbit coupled Kramers doublet.
DOI: 10.5286/isis.e.rb2500053-1
title: Impact of orientation and temperature on strain partitioning in austenite and ferrite phases of additively manufactured super duplex stainless steel

description: Wire Arc Additive Manufacturing (WAAM) enables fabrication of large-scale, corrosion-resistant components using high-performance alloys such as ER2594 super duplex stainless steel (SDSS). Despite successful WAAM of ER2594, directional thermal gradients during the process introduce strong &lt;001&gt; fibre texture in ferrite. Nevertheless, tensile testing reveals only minor mechanical anisotropy, attributed to the high austenite content (~55%), which exhibits lower texture intensity and likely governs yield onset. However, direct measurements of load sharing between phases during deformation remain absent from open literature.

This study will perform the first in-situ neutron diffraction analysis of phase-specific lattice strains in WAAM-fabricated ER2594 under compressive loading. Using the Engin-X diffractometer, nine cylindrical specimens oriented at 0°, 45°, and 90° to the build direction will be tested at room temperature, 250 °C, and 600 °C to evaluate the influence of orientation and temperature. The lattice strain in ferrite and austenite will be tracked across 18 loading steps.

The experiment will elucidate phase-specific load sharing and its dependence on temperature and orientation, enabling development of validated micromechanical models. Outcomes will inform improved WAAM processing strategies and contribute to qualification of SDSS components for high-performance applications in corrosive and elevated-temperature environments.
DOI: 10.26023/jveq-rv2z-d80j
title: IMPROVE-I Aircraft Flight Logs and Summaries. Version 1.0

description: This dataset contains the Aircraft Flight Logs and Summaries for flights 1841-1860 of the Improvement of Microphysical Parameterization through Observational Verification Experiment 1 (IMPROVE-1). Files are separated by flight, and contain flight logs, voice transcriptions, and flight summaries.
DOI: 10.5286/isis.e.rb2500053
title: Impact of orientation and temperature on strain partitioning in austenite and ferrite phases of additively manufactured super duplex stainless steel

description: Wire Arc Additive Manufacturing (WAAM) enables fabrication of large-scale, corrosion-resistant components using high-performance alloys such as ER2594 super duplex stainless steel (SDSS). Despite successful WAAM of ER2594, directional thermal gradients during the process introduce strong &lt;001&gt; fibre texture in ferrite. Nevertheless, tensile testing reveals only minor mechanical anisotropy, attributed to the high austenite content (~55%), which exhibits lower texture intensity and likely governs yield onset. However, direct measurements of load sharing between phases during deformation remain absent from open literature.

This study will perform the first in-situ neutron diffraction analysis of phase-specific lattice strains in WAAM-fabricated ER2594 under compressive loading. Using the Engin-X diffractometer, nine cylindrical specimens oriented at 0°, 45°, and 90° to the build direction will be tested at room temperature, 250 °C, and 600 °C to evaluate the influence of orientation and temperature. The lattice strain in ferrite and austenite will be tracked across 18 loading steps.

The experiment will elucidate phase-specific load sharing and its dependence on temperature and orientation, enabling development of validated micromechanical models. Outcomes will inform improved WAAM processing strategies and contribute to qualification of SDSS components for high-performance applications in corrosive and elevated-temperature environments.
DOI: 10.5281/zenodo.17257169
title: DIPSY companion data Schib et al 2025
DOI: 10.5281/zenodo.16925483
title: Dataset for the paper "Calibration for quantitative chemical analysis in IR microscopic imaging"
DOI: 10.5281/zenodo.16925484
title: Dataset for the paper "Calibration for quantitative chemical analysis in IR microscopic imaging"
DOI: 10.15468/dl.dvtu5d
title: Occurrence Download

description: A dataset containing 44792 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((8.14838 49.41127,7.94584 44.39839,13.97141 44.80347,19.33874 38.98043,25.0605 39.23361,31.5418 42.62616,29.82021 50.37333,20.50334 51.38604,15.18666 51.68985,8.14838 49.41127))",
 "OccurrenceStatus is Present",
 "TaxonKey is Acrocephalus schoenobaenus"
 ]
}

 The dataset includes 44792 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043113-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsuzm5
title: Occurrence Download

description: A dataset containing 19333 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Dama dama",
 "Year 2005-2025"
 ]
}

 The dataset includes 19333 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043116-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u426sp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achillea pannonica",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043117-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzuhmk
title: Occurrence Download

description: A dataset containing 29452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((7.68359 48.85696,7.84885 44.27088,13.83967 44.56009,19.37602 39.6848,23.79683 39.47822,30.20081 41.79192,31.93608 51.00539,18.3018 51.74908,7.68359 48.85696))",
 "OccurrenceStatus is Present",
 "TaxonKey is Remiz pendulinus"
 ]
}

 The dataset includes 29452 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043115-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.