cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.duk8rv
title: Occurrence Download

description: A dataset containing 3414145 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 3414145 records from 3639 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023903-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9m3gr
title: Occurrence Download

description: A dataset listing the 62 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-72.09397 6.3594,-71.97182 6.02509,-71.30962 6.08295,-71.34177 6.36583,-72.09397 6.3594))",
 "Geometry POLYGON((-73.00048 2.68839,-72.92333 2.36051,-71.7018 2.61767,-71.84324 3.07413,-73.00048 2.68839))",
 "Geometry POLYGON((-74.30558 4.61069,-73.87483 3.95492,-73.5148 3.74919,-73.01333 3.69776,-72.54401 3.98064,-71.83038 4.20566,-71.30319 4.67498,-71.1939 4.37924,-70.80815 4.52068,-70.93674 4.83571,-70.87887 4.93857,-70.52527 5.27931,-70.69243 5.51076,-71.42535 4.87428,-71.90753 5.73578,-72.9619 5.33075,-72.51829 4.61069,-73.29621 4.23137,-73.58552 4.81642,-74.30558 4.61069))"
 ]
 },
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Malacostraca"
 ]
}

 The dataset's 62 records were derived from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062907-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vs8aug
title: Occurrence Download

description: A dataset containing 20401489 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Southern African Bird Atlas Project 2"
 ]
}

 The dataset includes 20401489 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062913-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ff6cg2
title: Occurrence Download

description: A dataset containing 4718 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lagerstroemia speciosa (L.) Pers.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4718 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062916-241126133413365/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.28172663
title: 人类智能体协作概念设计 认知过程、绩效和experience.zip

description: 实验中收集的生理数据人类\u2012代理协作概念设计 认知过程、绩效和体验
DOI: 10.6084/m9.figshare.28172663.v1
title: 人类智能体协作概念设计 认知过程、绩效和experience.zip

description: 实验中收集的生理数据人类\u2012代理协作概念设计 认知过程、绩效和体验
DOI: 10.5281/zenodo.14624608
title: Tutorial datasets for airqtl
DOI: 10.5281/zenodo.14624609
title: Tutorial datasets for airqtl
DOI: 10.15468/dl.gjr5qk
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anomisma abnorme McLachlan, 1877"
 ]
}

 The dataset includes 19 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062920-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5cj6s
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Platystigma Kennedy, 1920"
 ]
}

 The dataset includes 64 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062921-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8ugkn
title: Occurrence Download

description: A dataset containing 1893 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes albopictus (Skuse, 1894)",
 "Country is France",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 1893 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062922-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13338477
title: [Dataset] Intensity and Dimensionality-Dependent Dynamics of Laser-Proton Acceleration in 1D, 2D, and 3D Particle-in-Cell Simulations

description: The included Jupyter Notebooks (.ipynb) were used to generate figures and make calculations for the work. The resulting image files are saved in Figure_Outputs.tar.gz. The other archives (1D.tar.gz, 2DS.tar.gz, 2DP.tar.gz, 3D.tar.gz, laser_focus.tar.gz, and EField.tar.gz) are compressed directories containing EPOCH PIC simulation outputs for the paper (relevant directories should be extracted to replicate analysis with provided files).
DOI: 10.5281/zenodo.13338476
title: [Dataset] Intensity and Dimensionality-Dependent Dynamics of Laser-Proton Acceleration in 1D, 2D, and 3D Particle-in-Cell Simulations

description: The included Jupyter Notebooks (.ipynb) were used to generate figures and make calculations for the work. The resulting image files are saved in Figure_Outputs.tar.gz. The other archives (1D.tar.gz, 2DS.tar.gz, 2DP.tar.gz, 3D.tar.gz, laser_focus.tar.gz, and EField.tar.gz) are compressed directories containing EPOCH PIC simulation outputs for the paper (relevant directories should be extracted to replicate analysis with provided files).  

Since the last version, a new figure (Figure 6, an ion phase space) has been added. Notebooks for later figures have been renumbered and the figure outputs have been updated.
DOI: 10.5281/zenodo.14625118
title: [Dataset] Intensity and Dimensionality-Dependent Dynamics of Laser-Proton Acceleration in 1D, 2D, and 3D Particle-in-Cell Simulations

description: The included Jupyter Notebooks (.ipynb) were used to generate figures and make calculations for the work. The resulting image files are saved in Figure_Outputs.tar.gz. The other archives (1D.tar.gz, 2DS.tar.gz, 2DP.tar.gz, 3D.tar.gz, laser_focus.tar.gz, and EField.tar.gz) are compressed directories containing EPOCH PIC simulation outputs for the paper (relevant directories should be extracted to replicate analysis with provided files).  

Since the last version, a new figure (Figure 6, an ion phase space) has been added. Notebooks for later figures have been renumbered and the figure outputs have been updated.
DOI: 10.15468/dl.efvw8j
title: Occurrence Download

description: A dataset containing 1911 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cepora nadina (Lucas, 1852)"
 ]
}

 The dataset includes 1911 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062924-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3dm38f
title: Occurrence Download

description: A dataset containing 178247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Larix decidua Mill.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 178247 records from 764 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062918-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8y4zb
title: Occurrence Download

description: A dataset containing 4514261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-71.59468 12.22663,-74.88112 10.71263,-77.10017 8.60824,-77.88667 7.02208,-77.0159 5.65415,-74.29125 5.76595,-71.39805 6.7711,-72.01602 9.93887,-71.59468 12.22663))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 4514261 records from 288 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062917-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdd4kt
title: Occurrence Download

description: A dataset containing 312758 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thunnus South, 1845"
 ]
}

 The dataset includes 312758 records from 330 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062923-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2909/e9a7a89e-f0a8-4dbe-aa22-141ef0e164ab
title: Land Surface Phenology Slope of the Green-down Period 2023-present (raster 300 m), global, yearly - version 1-

description: Provides the slope of the green-down or senescent period (Right Slope, RSLOPE). The slope of the green-down or senescent period (RSLOPE) expresses the rate of change in the values of the Plant Phenology Index at the day when the vegetation growing season ends. The data at global level are updated in the first quarter of each year. The data are available from 2023 to the present at about 300 m spatial resolution.
DOI: 10.5883/ds-croci
title: Kyhl A. Austin, Daniel Rubinoff

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.15468/dl.kvft7e
title: Occurrence Download

description: A dataset containing 25190 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NUP - Coleção Ictiológica do Nupélia"
 ]
}

 The dataset includes 25190 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021739-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmvuwp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Anax imperator",
 "Country is Switzerland"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021740-241007104925546/datasets/export for details.
DOI: 10.15468/dl.dnywap
title: Occurrence Download

description: A dataset listing the 15 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Butterflies (Lepidoptera: Papilionoidea) of Mount Kilimanjaro: Nymphalidae subfamilies Libytheinae, Danainae, Satyrinae and Charaxinae"
 ]
}

 The dataset's 15 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021713-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2hdr4
title: Occurrence Download

description: A dataset containing 22863 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is MPUC - Herbário do Museu da Pontifícia Universidade Católica do Rio Grande do Sul"
 ]
}

 The dataset includes 22863 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021743-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwu6dq
title: Occurrence Download

description: A dataset containing 32884 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anax imperator Leach, 1815",
 "Country is Switzerland"
 ]
}

 The dataset includes 32884 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021744-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/9660030
title: One-Stroke Dotted ("Pulli") Kolam
DOI: 10.15468/dl.avbdst
title: Occurrence Download

description: A dataset containing 712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Argentina, Bolivia (Plurinational State of), Paraguay, Chile)",
 "TaxonKey is one of (Opuntia quimilo K.Schum., Maihuenia patagonica (Phil.) Britton & Rose, Quiabentia verticillata (Vaupel) Borg)"
 ]
}

 The dataset includes 712 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021745-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13938573
title: Dataset for article: Emerging materials and technologies for advancing bioresorbable surgical meshes

description: The dataset contains all the data discussed in the related paper: Mechanical and biological performances of bioresorbable meshes, clinical complications associated with meshes. Separate folders include data on ideal surgical meshes (Tables),  advanced manufactering technologies such as 3D and 4D printing, methods of surface modifications in jpg files.
DOI: 10.15468/dl.ny7ds3
title: Occurrence Download

description: A dataset containing 32884 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anax imperator Leach, 1815",
 "Country is Switzerland"
 ]
}

 The dataset includes 32884 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021746-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12599866
title: SD4EO: AI-based synthetic solar panel dataset on urban areas

description: This dataset has been created as part of the deliverables for ESA’s SD4EO project. It consists of aerial images of urban areas that mimic certain regions inside Poitiers, Bordeaux and Toulouse.The images have been synthetized with a generative diffusion model, conditioned with schematic maps, and later augmented to include solar panels in the most sunlighted portions of the building roofs.

Each entry has 4 types of files:



A PNG image containing the binary mask with pixel-by-pixel segmentation of areas where solar panels have been installed.

A PNG image which shows a variant of the synthetic image, each featuring differently placed panels with white support structures.

A TXT file containing the locations of axis-aligned bounding boxes in YOLOv8 format (also compatible with YOLOv5). These are included only if panels have been added to the image, with one file per panel variant, to facilitate YOLO training without needing to modify its Dataset class for file reading.

An NPZ file storing the coordinates of the bounding boxes aligned with the solar panels (not with the axes), intended for use in more advanced object detection models like YOLOv8.1 or Mask R-CNN.


The dataset includes 46,872 synthetic images, which have been further enhanced by adding solar panels in strategic locations. The complete dataset with metadata has been subdivided into 18 ZIP files (each containing a different subfolder), totalling 6.5GB. This division was made to avoid overloading the storage system. By distributing the 156,127 files across multiple folders, we prevent potential issues on users' computers related to exceeding the maximum number of inodes in the file system and/or the operating system.

The SD4EO Project is funded by the ESA’s FutureEO programme under contract no. 4000142334/23/I-DT and supervised by ESA Φ-lab.
DOI: 10.5281/zenodo.12599867
title: SD4EO: AI-based synthetic solar panel dataset on urban areas

description: This dataset has been created as part of the deliverables for ESA’s SD4EO project. It consists of aerial images of urban areas that mimic certain regions inside Poitiers, Bordeaux and Toulouse.The images have been synthetized with a generative diffusion model, conditioned with schematic maps, and later augmented to include solar panels in the most sunlighted portions of the building roofs.

Each entry has 4 types of files:



A PNG image containing the binary mask with pixel-by-pixel segmentation of areas where solar panels have been installed.

Two PNG images with different variants of the synthetic image, each featuring differently placed panels and varying support colours.

Two TXT files containing the locations of axis-aligned bounding boxes in YOLOv8 format (also compatible with YOLOv5). These are included only if panels have been added to the image, with one file per panel variant, to facilitate YOLO training without needing to modify its Dataset class for file reading.

An NPZ file storing the coordinates of the bounding boxes aligned with the solar panels (not with the axes), intended for use in more advanced object detection models like YOLOv8.1 or Mask R-CNN.


The dataset includes 46,872 synthetic images, which have been further enhanced by adding solar panels in strategic locations. The complete dataset with metadata has been subdivided into 19 ZIP files (each containing a different subfolder), totalling 13.6GB. This division was made to avoid overloading the storage system. By distributing the 251,882 files across multiple folders, we prevent potential issues on users' computers related to exceeding the maximum number of inodes in the file system and/or the operating system.

The SD4EO Project is funded by the ESA’s FutureEO programme under contract no. 4000142334/23/I-DT and supervised by ESA Φ-lab.
DOI: 10.5281/zenodo.13118591
title: SD4EO: AI-based synthetic solar panel dataset on urban areas

description: This dataset has been created as part of the deliverables for ESA’s SD4EO project. It consists of aerial images of urban areas that mimic certain regions inside Poitiers, Bordeaux and Toulouse.The images have been synthetized with a generative diffusion model, conditioned with schematic maps, and later augmented to include solar panels in the most sunlighted portions of the building roofs.

Each entry has 4 types of files:



A PNG image containing the binary mask with pixel-by-pixel segmentation of areas where solar panels have been installed.

A PNG image which shows a variant of the synthetic image, each featuring differently placed panels with white support structures.

A TXT file containing the locations of axis-aligned bounding boxes in YOLOv8 format (also compatible with YOLOv5). These are included only if panels have been added to the image, with one file per panel variant, to facilitate YOLO training without needing to modify its Dataset class for file reading.

An NPZ file storing the coordinates of the bounding boxes aligned with the solar panels (not with the axes), intended for use in more advanced object detection models like YOLOv8.1 or Mask R-CNN.


The dataset includes 46,872 synthetic images, which have been further enhanced by adding solar panels in strategic locations. The complete dataset with metadata has been subdivided into 18 ZIP files (each containing a different subfolder), totalling 6.5GB. This division was made to avoid overloading the storage system. By distributing the 156,127 files across multiple folders, we prevent potential issues on users' computers related to exceeding the maximum number of inodes in the file system and/or the operating system.

The SD4EO Project is funded by the ESA’s FutureEO programme under contract no. 4000142334/23/I-DT and supervised by ESA Φ-lab.
DOI: 10.5066/p13hkmst
title: Topographic datasets compiled for the Lower Roanoke River corridor in 2003, 2014, and 2020, North Carolina

description: This data release contains topographic information compiled for the Lower Roanoke River corridor located in eastern North Carolina. The Lower Roanoke River corridor includes the mainstem of the Roanoke River from Roanoke Rapids, NC (below the Roanoke Rapids dam) to the mouth of the Roanoke River at its confluence with the Albemarle Sound, and the associated floodplains and wetland areas surrounding the river. All datasets were derived from publicly available airborne light detection and radar (lidar) data collected in years 2003, 2014, and 2020. Data are organized into four categories: Digital Elevation Models (DEMs), Slopes, Digital Elevation Models of Difference (DoDs) in numeric format, and one DoD in categoric format. The DEM and Slope datasets represent static topographic conditions in 2003, 2014, or 2020. The DoD datasets reflect changes to topographic conditions between the years of 2003 and 2014, 2014 and 2020, and 2003 and 2020. These datasets can be used to support future examination of geomorphologic changes in the Lower Roanoke River basin. Due to the Lower Roanoke River corridor's extensive low-lying floodplain network, the lidar data and subsequent estimations of ground elevations (DEMs) were sensitive to differences in river stages across airborne lidar flight dates. Dense canopy cover and changes to lidar collection and processing techniques across the data acquisition years may also have affected the quality of data contained in this release.
DOI: 10.15468/dl.rtgf5e
title: Occurrence Download

description: A dataset containing 19868 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is MCP-Repteis - Coleção de Répteis"
 ]
}

 The dataset includes 19868 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021748-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x65gx8
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Peru",
 "TaxonKey is Lama glama (Linnaeus, 1758)"
 ]
}

 The dataset includes 146 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021749-241007104925546/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.27257599
title: Table S4 from An endoplasmic reticulum localized acetyl-CoA transporter is required for efficient fatty acid synthesis in Toxoplasma gondii

description: The metabolomics dataset used in this study
DOI: 10.6084/m9.figshare.27257599.v1
title: Table S4 from An endoplasmic reticulum localized acetyl-CoA transporter is required for efficient fatty acid synthesis in Toxoplasma gondii

description: The metabolomics dataset used in this study
DOI: 10.6084/m9.figshare.27257549
title: Table S2 from An endoplasmic reticulum localized acetyl-CoA transporter is required for efficient fatty acid synthesis in Toxoplasma gondii

description: Plasmids used in this study
DOI: 10.6084/m9.figshare.27257602
title: Table S3 from An endoplasmic reticulum localized acetyl-CoA transporter is required for efficient fatty acid synthesis in Toxoplasma gondii

description: Transgenic parasites used in this study
DOI: 10.6084/m9.figshare.27257602.v1
title: Table S3 from An endoplasmic reticulum localized acetyl-CoA transporter is required for efficient fatty acid synthesis in Toxoplasma gondii

description: Transgenic parasites used in this study
DOI: 10.6084/m9.figshare.27257605
title: Table S1 from An endoplasmic reticulum localized acetyl-CoA transporter is required for efficient fatty acid synthesis in Toxoplasma gondii

description: Primers used in this study
DOI: 10.6084/m9.figshare.27257605.v1
title: Table S1 from An endoplasmic reticulum localized acetyl-CoA transporter is required for efficient fatty acid synthesis in Toxoplasma gondii

description: Primers used in this study