cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25446/oxford.28355921
title: Data for "Measurement-induced Lévy flights of quantum information"

description: Data for the research concerning monitored free fermions with U(1) symmetry and misaligned two-site measurements.This data supports the article "Measurement-induced Lévy flights of quantum information" by I. Poboiko, M. Szyniszewski, C. J. Turner, I. V. Gornyi, A. D. Mirlin, A. Pal. Includes the code and the raw results.Please see README.txt for more details.
DOI: 10.25446/oxford.28355921.v1
title: Data for "Measurement-induced Lévy flights of quantum information"

description: Data for the research concerning monitored free fermions with U(1) symmetry and misaligned two-site measurements.This data supports the article "Measurement-induced Lévy flights of quantum information" by I. Poboiko, M. Szyniszewski, C. J. Turner, I. V. Gornyi, A. D. Mirlin, A. Pal. Includes the code and the raw results.Please see README.txt for more details.
DOI: 10.15468/dl.dt8gq6
title: Occurrence Download

description: A dataset containing 731043 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is FishBase Database"
 ]
}

 The dataset includes 731043 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043288-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ft44cv
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043297-250920141307145/datasets/export for details.
DOI: 10.15468/dl.ak8aax
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043299-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxpcju
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043298-250920141307145/datasets/export for details.
DOI: 10.5517/ccdc.csd.cc2n78ck
title: CCDC 2449848: Experimental Crystal Structure Determination

description: Related Article: Aslam C. Shaikh, Deepshikha, Sanjay S. Bisht, Nand Lal, Puja Singh, Jonaid Ahmad Malik, Javed Agrewala|2025|J.Mater.Chem.B|13|12146|doi:10.1039/d5tb01192b
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.29773169
title: <b>Data and R code for: A </b><b>place-based assessment of </b><b>Sub-Saharan Africa’s biodiversity intactness</b>

description: This dataset contains Biodiversity Intactness Index (BII) maps for sub-Saharan Africa, as well as the R scripts and input data used to produce these maps. The BII represents the average remaining proportion of ‘intact’ populations of indigenous species given the dominant human land uses and activities, relative to a pre-industrial reference state. The BII is on a scale from 0–100%, reflecting completely transformed to intact areas."BII maps" folder: contains multi-band BII rasters for: All (vertebrates & plants), Vertebrates, Plants, Amphibians, Reptiles, Mammals, Birds, Forbs, Graminoids, and Trees and shrubs at 1 × 1 km and 8 × 8 km resolution."R scripts and input data" folder: the BII for sub-Saharan Africa was calculated in R using a series of R scripts, due to the large size of the datasets involved. Later scripts in the sequence build upon the output data of earlier scripts. The original data in the analysis come from a number of publicly available datasets, although all the data used in the analysis (which in some cases have been cleaned or filtered) are also uploaded here. All r scripts and data files are described in the ReadMe word document. The BII maps were produced in vector (point) format (available in the "map_outputs" sub-folder), and thereafter converted to raster.
DOI: 10.6084/m9.figshare.29773169.v1
title: <b>Data and R code for: A </b><b>place-based assessment of </b><b>Sub-Saharan Africa’s biodiversity intactness</b>

description: This dataset contains Biodiversity Intactness Index (BII) maps for sub-Saharan Africa, as well as the R scripts and input data used to produce these maps. The BII represents the average remaining proportion of ‘intact’ populations of indigenous species given the dominant human land uses and activities, relative to a pre-industrial reference state. The BII is on a scale from 0–100%, reflecting completely transformed to intact areas."BII maps" folder: contains multi-band BII rasters for: All (vertebrates & plants), Vertebrates, Plants, Amphibians, Reptiles, Mammals, Birds, Forbs, Graminoids, and Trees and shrubs at 1 × 1 km and 8 × 8 km resolution."R scripts and input data" folder: the BII for sub-Saharan Africa was calculated in R using a series of R scripts, due to the large size of the datasets involved. Later scripts in the sequence build upon the output data of earlier scripts. The original data in the analysis come from a number of publicly available datasets, although all the data used in the analysis (which in some cases have been cleaned or filtered) are also uploaded here. All r scripts and data files are described in the ReadMe word document. The BII maps were produced in vector (point) format (available in the "map_outputs" sub-folder), and thereafter converted to raster.
DOI: 10.26023/k2fr-h95s-00g
title: SMEX02: NWS Cooperative Observer Hourly Precipitation Data. Version 1.0

description: This data set contains hourly resolution precipitation data from the National Weather Service Cooperative Network. These stations are located across the SMEX02 region. This data set covers the period from 1 June to 31 July 2002.
DOI: 10.15468/dl.s79ymp
title: Occurrence Download

description: A dataset containing 16662289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2016",
 "Year is less than or equal to 2021",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Country is United Kingdom of Great Britain and Northern Ireland",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 16662289 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043265-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17192777
title: Data behind: "Reconstructing and resampling: a guide to utilising posterior samples from gravitational wave observations"

description: This contains the scripts and data sets to reproduce figures from "Reconstructing and resampling: a guide to utilising posterior samples fromgravitational wave observations". There is an attached tar file which contains the Python scripts and notebooks. There is also a standalone Python script.
DOI: 10.15468/dl.fshkxb
title: Occurrence Download

description: A dataset containing 40426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((7.97446 49.9107,8.63701 43.77344,14.80914 44.05241,20.38846 37.88028,25.30525 38.82179,32.83734 46.4585,26.76982 53.18856,13.13534 52.00295,7.97446 49.9107))",
 "OccurrenceStatus is Present",
 "TaxonKey is Nycticorax nycticorax"
 ]
}

 The dataset includes 40426 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043300-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kznfya
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Iberodes linifolia",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043301-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/9a3z-552r-gm0q
title: SMEX02: NWS Cooperative Observer 15-Minute Precipitation Data. Version 1.0

description: This data set contains 15-minute resolution precipitation data from the National Weather Service Cooperative Network. These stations are located across the SMEX02 region. This data set covers the period from 1 June to 31 July 2002.
DOI: 10.57745/v8hprq
title: Health data on diarrheal diseases in the rural commune of Boussouma (Centre-East Region) in Burkina Faso

description: Daily health data were collected from three health centers (Dango, Dierma and Lengha) in the rural commune of Boussouma in Burkina Faso for the whole of 2020. The data included, diarrheal diseases such as diarrhea, parasitosis, typhoid fever, gastroenteritis and dysentery. The data collected included the consultation, the patient's age, their gender, where they were living, the disease symptoms and the diagnosis. The use of diarrhoeal disease data is part of the Mission for Transversal and Interdisciplinary Initiatives' (MITI) SANTELLITE (Monitoring microbiological health hazards by tele-epidemiology in tropical zones and socio-health vulnerabilities) project and the French National Center for Space Studies' (CNES) TELESSAO (Remote Sensing of Surface Water and Health in West Africa Valorisation) project. Given the high morbidity of diarrhoeal disease in rural areas, these data are used to demonstrate the link between issues of vulnerability and the risk of diarrhoeal disease in the study area.
DOI: 10.21227/t6bd-cs26
title: "ArtStroke"

description: "This dataset contains 520 unique oil-painting brushstrokes collected from a professional artist, cropped and standardized to 295\u00d7295 resolution, with augmentations expanding it to 9,400 training and 1,000 test images. Brushstroke-level data remain highly scarce in computational art research, and this resource is intended to support tasks in stroke generation, stroke-based rendering, and AI-assisted painting."
DOI: 10.15468/dl.ke3eqn
title: Occurrence Download

description: A dataset containing 38747 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation)",
 "Country is Estonia",
 "GadmGid is EST.1.20_1",
 "Geometry POLYGON((24.81599 59.49211,24.76379 59.4574,24.74192 59.4809,24.69273 59.49211,24.6091 59.47762,24.56674 59.46478,24.5498 59.44865,24.54242 59.43663,24.56073 59.42378,24.57276 59.43089,24.58779 59.42652,24.59899 59.41914,24.602 59.40493,24.59571 59.3899,24.60828 59.37951,24.60309 59.35027,24.62851 59.34426,24.64026 59.3571,24.65966 59.35464,24.69683 59.35109,24.76734 59.35792,24.78292 59.36913,24.80369 59.39591,24.85725 59.40356,24.88349 59.42023,24.93378 59.44893,24.89551 59.49921,24.85206 59.5126,24.81599 59.49211))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, May, June, July, April, August, September)",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2020-2024"
 ]
}

 The dataset includes 38747 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043302-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17194776
title: A machine-learning framework to characterize functional disease architectures  and prioritize disease variants

description: Files to replicate for the analysis of the V2D framework.
DOI: 10.5281/zenodo.17238057
title: A machine-learning framework to characterize functional disease architectures  and prioritize disease variants

description: 2025/10/01 Add V2D.tgz file.

 

Files to replicate for the analysis of the V2D framework.
DOI: 10.5281/zenodo.17194775
title: A machine-learning framework to characterize functional disease architectures  and prioritize disease variants

description: 2025/10/01 Add V2D.tgz file.

 

Files to replicate for the analysis of the V2D framework.
DOI: 10.6084/m9.figshare.27170790
title: One century of change in Swiss grasslands

description: Data Article: Widmer, S., Riedel, S., Babbi, M., Herzog, F., Wohlgemuth, T., Kessler, M., & Dengler, J. (2025). One Century of Change: Stronger Diversity Decline in Lowland Than in Mountain Grasslands in Central Europe. <i>Global Change Biology</i>, <i>31</i>(10), e70529. https://doi.org/10.1111/gcb.70529
DOI: 10.6084/m9.figshare.27170790.v1
title: One century of change in Swiss grasslands

description: Data Article: Widmer, S., Riedel, S., Babbi, M., Herzog, F., Wohlgemuth, T., Kessler, M., & Dengler, J. (2025). One Century of Change: Stronger Diversity Decline in Lowland Than in Mountain Grasslands in Central Europe. <i>Global Change Biology</i>, <i>31</i>(10), e70529. https://doi.org/10.1111/gcb.70529
DOI: 10.26023/h9b8-2gt4-dc13
title: SMEX02: USDA/NRCS Soil Climate Analysis Network (SCAN) Data. Version 1.0

description: This data set contains hourly resolution surface meteorological and soils data from the United States Department of Agriculture Natural Resources Conservation Service (USDA/NRCS) Soil Climate Analysis Network (SCAN). This data set includes data from the SCAN stations in the SMEX02 region for the period from 1 June to 31 July 2002. The data are columnar ASCII format.
DOI: 10.15468/dl.b7s7xc
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myosotis sparsiflora",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043306-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jay9pr
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myosotis sparsiflora",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043304-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2gzc2
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043305-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17256474
title: Stratigraphy of Carbonate-Bearing Rocks at the Margin of Jezero Crater, Mars: Evidence for Shoreline Processes?

description: This dataset accompanies the manuscript "Stratigraphy of Carbonate-Bearing Rocks at the Margin of Jezero Crater, Mars: Evidence for Shoreline Processes?"
DOI: 10.5281/zenodo.17256475
title: Stratigraphy of Carbonate-Bearing Rocks at the Margin of Jezero Crater, Mars: Evidence for Shoreline Processes?

description: This dataset accompanies the manuscript "Stratigraphy of Carbonate-Bearing Rocks at the Margin of Jezero Crater, Mars: Evidence for Shoreline Processes?"
DOI: 10.26023/e2ej-5vha-3h0b
title: SMEX02: NWS Mandatory/Significant Level Radiosonde Data. Version 1.0

description: This data set contains hourly resolution radiosonde data. The data are from WMO stations in the SMEX02 region for the period from 1 June to 31 July 2002. The data are columnar ASCII format.
DOI: 10.25934/pr00005171.1
title: Available IPD datapackage for study 'A Phase II Open Label Study of CB7630 (Abiraterone Acetate) and Prednisone in Patients With Advanced Prostate Cancer Who Have Failed Androgen Deprivation and Docetaxel-Based Chemotherapy'

description: The purpose of this study is to evaluate the efficacy and safety of abiraterone acetate in participants with advanced prostate cancer (a disease in which cells in the prostate gland become abnormal and start to grow uncontrollably, forming tumors).
DOI: 10.15468/dl.azhcv5
title: Occurrence Download

description: A dataset containing 38827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation)",
 "Country is Estonia",
 "GadmGid is EST.1.20_1",
 "Month is one of (January, May, June, July, April, August, September)",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2020-2024"
 ]
}

 The dataset includes 38827 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043308-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xcn9hd
title: Occurrence Download

description: A dataset containing 13035 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((6.96349 49.6467,7.54852 43.53641,14.63385 43.60142,20.48412 38.40117,30.9496 42.36636,30.49458 50.03671,17.03896 51.27177,6.96349 49.6467))",
 "OccurrenceStatus is Present",
 "TaxonKey is Botaurus stellaris"
 ]
}

 The dataset includes 13035 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043311-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gner9
title: Occurrence Download

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

 The dataset includes 32 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043312-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/mdxj-rnb6-9r0r
title: SMEX02: ABRFC Stage III Gridded WSR-88D Daily Precipitation Data. Version 1.0

description: This dataset contains daily resolution 4 km by 4 km gridded precipitation fields produced by the National Oceanic and Atmospheric Administration (NOAA) Arkansas-Red Basin River Forecast Center (ABRFC). Data covers the period from June 1 to July 31, 2002. The Data are in netCDF format.
DOI: 10.15468/dl.u9j29g
title: Occurrence Download

description: A dataset containing 38827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation)",
 "Country is Estonia",
 "GadmGid is EST.1.20_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, April, May, June, July, August, September)",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2020-2024"
 ]
}

 The dataset includes 38827 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043309-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/zp1s-x2ma-a40z
title: SMEX02: ABRFC Stage III Gridded WSR-88D Hourly Precipitation Imagery. Version 1.0

description: This dataset contains hourly resolution imagery produced by the National Oceanic and Atmospheric Administration (NOAA) Arkansas-Red Basin River Forecast Center (ABRFC). Data covers the period from June 1 to July 31, 2002.
DOI: 10.15468/dl.wb37n7
title: Occurrence Download

description: A dataset containing 25855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((8.08324 49.2569,8.29799 43.88809,13.92451 43.97399,20.02348 39.24943,30.03095 41.69761,30.11686 50.41657,18.26251 51.70508,8.08324 49.2569))",
 "OccurrenceStatus is Present",
 "TaxonKey is Platalea leucorodia"
 ]
}

 The dataset includes 25855 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043313-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f53f3p
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nonea versicolor",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 126 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043315-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17192218
title: Autonomous Driving Simulation Dataset

description: This repository contains the dataset, simulation builds, and supporting scripts used for reproducibility of the Autonomous Driving Simulation (ADS) project. The dataset was collected in a Unity-based WebGL simulation environment and includes both raw image data and pre-processed training/test splits. In addition, we provide Jupyter notebooks for model training (vanilla and adversarial PGD), benchmark generation in VNN-LIB format, and a WebGL build of the simulation platform for interactive evaluation. All materials are provided anonymously for the purpose of peer review and are intended to support formal verification and reproducibility studies in autonomous driving research.
DOI: 10.5281/zenodo.17192219
title: Autonomous Driving Simulation Dataset

description: This repository contains the dataset, simulation builds, and supporting scripts used for reproducibility of the Autonomous Driving Simulation (ADS) project. The dataset was collected in a Unity-based WebGL simulation environment and includes both raw image data and pre-processed training/test splits. In addition, we provide Jupyter notebooks for model training (vanilla and adversarial PGD), benchmark generation in VNN-LIB format, and a WebGL build of the simulation platform for interactive evaluation. All materials are provided anonymously for the purpose of peer review and are intended to support formal verification and reproducibility studies in autonomous driving research.