cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qefy8c
title: Occurrence Download

description: A dataset containing 1820 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "TaxonKey is Arceuthobium M.Bieb.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1820 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012650-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2820054/2369534
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.vyh9bx
title: Occurrence Download

description: A dataset listing the 12063 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Geometry POLYGON((-1.93974 43.47057,-2.08118 43.13236,0.3637 42.31598,3.07125 42.16639,3.03084 42.58434,0.76781 43.36783,-1.93974 43.47057))",
 "TaxonKey is Insecta",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 12063 records were derived from 258 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024669-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2820012/2369535
title: Data for EMSL Project 51287 from June 2023
DOI: 10.25582/data.2023-06.2820052/2369536
title: Data for EMSL Project 51287 from June 2023
DOI: 10.25582/data.2023-06.2820042/2369537
title: Data for EMSL Project 51287 from June 2023
DOI: 10.25582/data.2023-06.2820159/2369538
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.cdvqih
title: Occurrence Download

description: A dataset listing the 1090783833 species recorded in GBIF matching the query:
{ }

 The dataset's 1090783833 records were derived from 22716 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000411-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/42099
title: Chandra X-ray Observatory ObsId 42099
DOI: 10.5281/zenodo.13947017
title: Digital Spatial Profiling Data of Immune-Epithelial Dynamics and Tissue Remodeling in the Nasal Epithelium via Multi-scaled Transcriptomics

description: Chronic rhinosinusitis (CRS) is a common inflammatory condition of the nasal cavity and sinuses affecting millions worldwide, yet its complex pathophysiology remains incompletely understood. Emerging evidence implicates diverse immune and epithelial cell types in its development. To investigate the cellular and molecular heterogeneity of CRS—with and without nasal polyps—we employed NanoString GeoMx spatial transcriptomics on intact tissue samples.

For our validation cohort, samples from patients with CRS with nasal polyps and healthy controls were collected and analyzed using NanoString GeoMx. The corresponding DSP count files and metadata are available on the public data sharing platform under the file prefix "Validation_cohort".

For our large-scale cohort, RNA was extracted from cluster-based annotated segments of samples from patients with both CRS with and without nasal polyps, as well as from healthy controls, and analyzed using NanoString GeoMx spatial transcriptomics. The DSP count files, metadata, and segmentation materials for this cohort are available under the file suffix "ClusterBasedAnnotated".
DOI: 10.5281/zenodo.17154922
title: Digital Spatial Profiling Data of Immune-Epithelial Dynamics and Tissue Remodeling in the Nasal Epithelium via Multi-scaled Transcriptomics

description: Chronic rhinosinusitis (CRS) is a common inflammatory condition of the nasal cavity and sinuses affecting millions worldwide, yet its complex pathophysiology remains incompletely understood. Emerging evidence implicates diverse immune and epithelial cell types in its development. To investigate the cellular and molecular heterogeneity of CRS—with and without nasal polyps—we employed NanoString GeoMx spatial transcriptomics on intact tissue samples.

For our validation cohort, samples from patients with CRS with nasal polyps and healthy controls were collected and analyzed using NanoString GeoMx. The corresponding DSP count files and metadata are available on the public data sharing platform under the file prefix "Validation_cohort".

For our large-scale cohort, RNA was extracted from cluster-based annotated segments of samples from patients with both CRS with and without nasal polyps, as well as from healthy controls, and analyzed using NanoString GeoMx spatial transcriptomics. The DSP count files, metadata, and segmentation materials for this cohort are available under the file suffix "ClusterBasedAnnotated".
DOI: 10.18419/darus-3875
title: Replication Data for: Investigations on the Shear Load-Bearing Behavior of Functionally Graded Concrete Beams with Mineral Hollow Spheres

description: Addendum to the corresponding paper. The paper describes numerical and experimental investigations of functionally graded concrete beams subjected to three-point bending tests to determine their shear capacity. &lt;br /&gt;&lt;br /&gt;

The data set includes:&lt;br /&gt;&lt;br /&gt;

&lt;b&gt;diagrams/&lt;/b&gt; &lt;br /&gt;
 &lt;ul&gt;
 &lt;li&gt;Values for the load-deformation curve of the numerical simulation used to perform the described mesh study&lt;/li&gt;
 &lt;li&gt;Values for the load-deformation curve of the numerical simulation used to perform the described viscosity study&lt;/li&gt;
 &lt;li&gt;Values for the load-deformation curves of the specimens V1A-V3B compared to the numerical simulation&lt;/li&gt;
 &lt;/ul&gt;

&lt;b&gt;crack_pattern/&lt;/b&gt;&lt;br /&gt;
Images with the observed crack pattern of each specimen of the three-point bending test at different load stages and at ultimate failure.&lt;br /&gt;&lt;br /&gt;

&lt;b&gt;simulation_input/&lt;/b&gt;&lt;br /&gt;
Abaqus .inp files that allow the reproduction of the described numerical simulation for different mesh refinements.&lt;br /&gt;&lt;br /&gt;

&lt;b&gt;statistical_evaluation/&lt;/b&gt;&lt;br /&gt;
Determination of the characteristic value of the shear load-bearing capacity of the specimens according to DIN EN 1990&lt;br /&gt;&lt;br /&gt;

The experimental data (load-deformation curve V1A-V3B, crack pattern and statistical evaluation) contains measurements from specimens of functionally graded concrete beams where the load and deflection were measured. &lt;br /&gt;&lt;br /&gt;

Further data (load-deformation curves for comparison with experiments, mesh study & viscosity study, simulation input) contains compilated input files and results from numerical simulations conducted with the FE-Software ABAQUS.
DOI: 10.15468/dl.b2tgh5
title: Occurrence Download

description: A dataset containing 5723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lacerta schreiberi)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 5723 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015594-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.baq4pn
title: Occurrence Download

description: A dataset containing 2141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lycodon rufozonatus",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2141 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015593-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s398td
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sedum dasyphyllum",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 76 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015591-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t842tf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sedum dasyphyllum",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015592-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/2o1vda
title: PlotB_datacubes_hlb.zip

description: :unav
DOI: 10.57745/4cszrp
title: PlotB_datacubes_non_hlb.zip

description: :unav
DOI: 10.57745/tspbdu
title: PlotB_raw_non_hlb.zip

description: :unav
DOI: 10.57745/qpigdc
title: PlotB_raw_hlb.zip

description: :unav
DOI: 10.57745/dyysen
title: PlotA_raw_non_hlb_part1.zip

description: :unav
DOI: 10.57745/b0m6uq
title: PlotA_raw_non_hlb_part2.zip

description: :unav
DOI: 10.6084/m9.figshare.30208825
title: Supplementary Material from Optic tectum size correlates positively with eye size across – but not within – populations of Asiatic toads along altitudinal gradients

description: Supplementary tables.xlsx
DOI: 10.6084/m9.figshare.30208825.v1
title: Supplementary Material from Optic tectum size correlates positively with eye size across – but not within – populations of Asiatic toads along altitudinal gradients

description: Supplementary tables.xlsx
DOI: 10.57745/tacvvk
title: PlotA_datacubes_non_hlb.zip

description: :unav
DOI: 10.57745/kimkp3
title: plotA_datacubes_hlb_part1.zip

description: :unav
DOI: 10.57745/lm7ife
title: PlotA_datacubes_hlb_part2.zip

description: :unav
DOI: 10.57745/yzjbnk
title: plotA-raw_hlb_part1.zip

description: :unav
DOI: 10.57745/ecjopy
title: plotA-raw_hlb_part2.zip

description: :unav
DOI: 10.57745/gov5f5
title: plotA-raw_hlb_part3.zip

description: :unav
DOI: 10.57745/ncnmeo
title: plotA-raw_hlb_part4.zip

description: :unav
DOI: 10.57745/054nab
title: multispectral images from the orchard, detecting HLB citrus disease

description: The dataset contains a collection of  multispectral images constituted of 14 VisNIR bands. Images were collected in-situ in brazillian citrus  commercial orchard, in the state of Sao Paulo. They describe Large portions of canopy approximately covering 3 m². It was designed to study HLB disease in citrus,specifically its detection in orchard with computer vision. The datset was formated to be used input for machine leaerning and deep-learning algorihms, as a classification task. The dataset is dived into two plots. "PlotA" acquired between August 15th and 18th 2023, in a 9ha of sweet orange Pera Rio (Citrus sinesis (L.) Osbeck), which was three years old. It contains 1,297 multispectral images. "Plot B"  acquired from Novemebr 18 to 20, 2024, containing  1681 multispectral images. Images are splitted into two classes: "HLB-symptomaric" and " non-HLB symptomatic" Two formats are proposed. "Raw", where each multispectral image is a folder containing 14 files in "tiff" format, i.e. one monocghromaic image per sepctral band. "Datacube",  in which each multispectral image is an hdf5 file containing a cube channel x width x height to be extracted as a tensor. e.g. "PlotA_datacubes_hlb.zip" is a folder containing all multispectral images with hlb symtoms in plot A, each as ".h5" file. For convinience and to reduce folder size under 50 Gb, folders can be splitted into _part_ . Images were all acquired with a Sony Alpha 7R2 Sextuple caméra. The caméra has 6 lenses each associated to a  spectral filter. Spectral channels (nm) 405, 430, 450, 490, 525, 550, 560, 570, 630, 650, 685, 710*, 735*, 850# Bandwidth 25 nm; *15 nm; #10 nm Focus Manual 0.5 m to infinity F-number (Aperture) Fixed 5.6 Field of view (FOV) Diagonal 45.9°; Horizontal 35.0°; Vertical 26.6° Focal size 9600 x 6376 pixels Focal length 21.8 mm final image dimension: 2550 x 2560-pixels This acquisition methods suffer from strong parallax effects and might require regitration operations. example of codes to format image, read dataset, register images, train and validate deep learning models can be found at: https://github.com/florent-abdelghafour/MSI-DeepLearning
DOI: 10.15468/dl.efjtff
title: Occurrence Download

description: A dataset containing 2120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Living Specimen, Occurrence evidence, Material sample)",
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Digitaria exilis"
 ]
}

 The dataset includes 2120 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015595-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zt2h28
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sedum dasyphyllum",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015597-250920141307145/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.28946045
title: DATA: Interaction between shallow NV− and spin active azafullerenes on hydrogenated and fluorinated (001) diamond surfaces.

description: The interaction between surface-lying nitrogen-substituted fullerenes (radical azafullerene, C59N[•]) with sub-surface negative nitrogen-vacancy complexes (NV[−]) in diamond is investigated using first principles calculations. We consider (2×1) reconstructed (001) oriented diamond surfaces with both H- and F-surface termination. The charge stability of NV[−] when in close proximity to both the nearby surface and the spin active azafullerene is discussed, in the context of diamond band bending arising from surface-induced changes in electron affinity (EA). In the case of the hydrogenated surface, the system spin is quenched, yielding a negatively charged azafullerene (C59N[−]) and neutrally charged NV[0] as the most stable electronic configuration. In contrast, fluorinating the surface favours the negatively charged NV[−] and conserves the C59N[•] neutrality and stabilizes uncompensated free spins. This opposing behaviour is attributed to surface charge doping emerging from different band bending effects associated with the surface EA. This study is consistent with experimentally observed photoluminescence quenching, and shows that surface passivation by fluorination could efficiently tackle the problem of charge transfer between adsorbed molecules and shallow NV centers.
DOI: 10.6084/m9.figshare.28946045.v2
title: DATA: Interaction between shallow NV− and spin active azafullerenes on hydrogenated and fluorinated (001) diamond surfaces.

description: The interaction between surface-lying nitrogen-substituted fullerenes (radical azafullerene, C59N[•]) with sub-surface negative nitrogen-vacancy complexes (NV[−]) in diamond is investigated using first principles calculations. We consider (2×1) reconstructed (001) oriented diamond surfaces with both H- and F-surface termination. The charge stability of NV[−] when in close proximity to both the nearby surface and the spin active azafullerene is discussed, in the context of diamond band bending arising from surface-induced changes in electron affinity (EA). In the case of the hydrogenated surface, the system spin is quenched, yielding a negatively charged azafullerene (C59N[−]) and neutrally charged NV[0] as the most stable electronic configuration. In contrast, fluorinating the surface favours the negatively charged NV[−] and conserves the C59N[•] neutrality and stabilizes uncompensated free spins. This opposing behaviour is attributed to surface charge doping emerging from different band bending effects associated with the surface EA. This study is consistent with experimentally observed photoluminescence quenching, and shows that surface passivation by fluorination could efficiently tackle the problem of charge transfer between adsorbed molecules and shallow NV centers.
DOI: 10.6084/m9.figshare.28946045.v1
title: DATA: Interaction between shallow NV− and spin active azafullerenes on hydrogenated and fluorinated (001) diamond surfaces.

description: The interaction between surface-lying nitrogen-substituted fullerenes (radical azafullerene, C59N[•]) with sub-surface negative nitrogen-vacancy complexes (NV[−]) in diamond is investigated using first principles calculations. We consider (2×1) reconstructed (001) oriented diamond surfaces with both H- and F-surface termination. The charge stability of NV[−] when in close proximity to both the nearby surface and the spin active azafullerene is discussed, in the context of diamond band bending arising from surface-induced changes in electron affinity (EA). In the case of the hydrogenated surface, the system spin is quenched, yielding a negatively charged azafullerene (C59N[−]) and neutrally charged NV[0] as the most stable electronic configuration. In contrast, fluorinating the surface favours the negatively charged NV[−] and conserves the C59N[•] neutrality and stabilizes uncompensated free spins. This opposing behaviour is attributed to surface charge doping emerging from different band bending effects associated with the surface EA. This study is consistent with experimentally observed photoluminescence quenching, and shows that surface passivation by fluorination could efficiently tackle the problem of charge transfer between adsorbed molecules and shallow NV centers.
DOI: 10.15468/dl.y84pzz
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Hygrocybe hypohaemacta"
 ]
}

 The dataset includes 21 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015598-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5e2baz
title: Occurrence Download

description: A dataset containing 614 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sedum dasyphyllum",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 614 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015601-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjpx95
title: Occurrence Download

description: A dataset containing 965 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lycodon ruhstrati",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 965 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015603-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/ymk1bx
title: Fauna Europaea

description: The Fauna Europaea project (EVR1-1999-20001) has been funded by the European Commission for a period of four years (1 March 2000 - 1 March 2004) within the Fifth Framework Programme (5FP). Fauna Europaea has assembled a database of the scientific names and distribution of all living multicellular European land and fresh-water animals. 
Reference: 
Yde de Jong et al. (2014) Fauna Europaea – all European animal species on the web. BDJ 2: e4034. https://doi.org/10.3897/BDJ.2.e4034
DOI: 10.15468/dl.e2pkxq
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sedum dasyphyllum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015602-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17200927
title: Replication Package for"Inside Prison: The Effects of a Blanket Ban on New Psychoactive Substances", The Economic Journal, by Rocco d'Este.

description: “This replication package contains the data and code used in:d’Este, R. (2025). Inside Prison: The Effects of a Blanket Ban on New Psychoactive Substances. Manuscript submitted for publication.”
DOI: 10.5281/zenodo.17200928
title: Replication Package for"Inside Prison: The Effects of a Blanket Ban on New Psychoactive Substances", The Economic Journal, by Rocco d'Este.

description: “This replication package contains the data and code used in:d’Este, R. (2025). Inside Prison: The Effects of a Blanket Ban on New Psychoactive Substances. Manuscript submitted for publication.”
DOI: 10.15468/dl.eywdhz
title: Occurrence Download

description: A dataset containing 664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tracheophyta)",
 "Geometry POLYGON ((12.92398 47.54385, 12.94398 47.54385, 12.94398 47.56385, 12.92398 47.56385, 12.92398 47.54385))"
 ]
}

 The dataset includes 664 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015604-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9h2du
title: Occurrence Download

description: A dataset containing 2518011 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pyrrhula pyrrhula)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2518011 records from 2176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015550-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrr7a7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.874807 -33.532557, 148.874807 -33.54154, 148.877052 -33.54154, 148.877052 -33.532557, 148.874807 -33.532557))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058692-240626123714530/datasets/export for details.