cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17897/8tp8-b551
title: ClimateBasis Disko - Wind - wind speed 2 m - 10 min max

description: Wind speed measured at a height of 2 m above ground, maximum measured during 10 min interval with time label at end of bin. Wind:Wind ClimateBasis Disko:The ClimateBasis programme monitors climate and hydrology in Zackenberg, Kobbefjord and Disko (Qeqertarsuaq) and is run by Asiaq - Greenland Survey. The collected data build base-line information on climate variability and trends for all the other sub-programmes within GEM and serve as a trustworthy foundation for adaptation strategies for the Greenlandic society. The stations are embedded in Asiaq’s extensive climate and hydrology monitoring network. Furthermore, the run-off data is delivered to the World Hydrological Cycle Observing System (WHYCOS) and the Global Runoff Data Centre (GRDC) networks.
DOI: 10.17897/c7gm-wa91
title: ClimateBasis Disko - Wind - wind speed 7.5 m - 10 min average

description: Wind speed measured at a height of 7.5 m above ground, average over 10 min interval with time label at end of bin. Wind:Wind ClimateBasis Disko:The ClimateBasis programme monitors climate and hydrology in Zackenberg, Kobbefjord and Disko (Qeqertarsuaq) and is run by Asiaq - Greenland Survey. The collected data build base-line information on climate variability and trends for all the other sub-programmes within GEM and serve as a trustworthy foundation for adaptation strategies for the Greenlandic society. The stations are embedded in Asiaq’s extensive climate and hydrology monitoring network. Furthermore, the run-off data is delivered to the World Hydrological Cycle Observing System (WHYCOS) and the Global Runoff Data Centre (GRDC) networks.
DOI: 10.17897/ysfs-6086
title: ClimateBasis Disko - Wind - wind speed 7.5 m - 10 min max

description: Wind speed measured at a height of 7.5 m above ground, maximum measured during 10 min interval with time label at end of bin. Wind:Wind ClimateBasis Disko:The ClimateBasis programme monitors climate and hydrology in Zackenberg, Kobbefjord and Disko (Qeqertarsuaq) and is run by Asiaq - Greenland Survey. The collected data build base-line information on climate variability and trends for all the other sub-programmes within GEM and serve as a trustworthy foundation for adaptation strategies for the Greenlandic society. The stations are embedded in Asiaq’s extensive climate and hydrology monitoring network. Furthermore, the run-off data is delivered to the World Hydrological Cycle Observing System (WHYCOS) and the Global Runoff Data Centre (GRDC) networks.
DOI: 10.25345/c55q4s086
title: MassIVE MSV000100467 - Cryo-EM structure of Kappa light chain-derived amyloid fibril from human systemic AL amyloidosis
title: Provided are .raw files of the intact mass and proteolytic digestion analysis, as well as the protein sequence as fasta file derived from de novo sequencing acquired by the PEAKS AB software.
DOI: 10.5281/zenodo.18224385
title: Wildfire CE - Data for Fuel and Fire Modelling

description: This repository collects data needed for modelling fire behaviour and further wildfire danger maps at pilot sites and pilot regions for the Wildfire CE project. 

Data layers



Canopy Height Model (m)

Canopy Base Height (m)

Canopy Bulk Density (kg/m3)

Topography DEM (m a.s.l.) from   https://doi.org/10.5281/zenodo.4056634

Topography Slope (percentage)

Topography Aspect (degrees with respect to North, clockwise direction)

Roads from Open Street Map (https://wiki.openstreetmap.org/wiki/Key:highway)

Fuel Models (available shortly) according to Scott&Burgan Scott JH, Burgan RE (2005) Standard fire behavior fuel models: A comprehensive set for use with Rothermel’s surface fire spread model. USDA Forest Service - General Technical Report RMRS-GTR 1–76. doi:10.2737/RMRS-GTR-153


Files naming convention

The file naming without the extents uses the following syntax:  <group>_<NUTS-IDs>_<layer> 

<group>       Areas are grouped in  pilot regions or pilot sites.       Examples:          pilotRegions      = regional-scale datasets           pilotSites        =   localized study areas <NUTS-IDs>       NUTS codes of participating countries separated by '-'       Examples:           AT-CZ     = Austria / Czech Republic           IT-SI     = Italy / Slovenia            DE-CZ     = Germany / Czech Republic  <layer>       short, lowercase descriptors using underscores between levels of description       Examples:           topography_dem           topography_slopeDegrees           canopy_canopyBaseHeight           canopy_canopyBulkDensity  

Grid alignment 

All data are in the coordinate reference system EPSG:3035 ETRS89-extended / LAEA Europe and grid cells are at 30 x 30 m cells. It is an equal-area  projection, it preserves areas across its bounds so each pixel is 900 m2.  Axes origin is at 10° East and 52° North and the false Easting and Northing are respectively 4321000 m and 3210000 m . All 30 m cells are aligned to this origin, i.e. a 30x30 m cell at the origin will have its cell center at 4321015 m E and 3210015 m N and the left-bottom corner at 4321000 m E and 3210000 m N.

Formats

All raster files are at 30 m cell resolution in GeoTIFF with LZW compression in 32 bit floating point values and cloud-optimized (pyramid internal layers).

All vector files are in Geopackage format.
DOI: 10.5281/zenodo.18241113
title: Dataset Ramones-NE 2016-2024
DOI: 10.5281/zenodo.18241112
title: Dataset Ramones-NE 2016-2024
DOI: 10.5281/zenodo.18241599
title: Andropogon hirtiflorus var. brevipedicellatus Beal. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18241600
title: Andropogon hirtiflorus var. brevipedicellatus Beal. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18241349
title: Towards universal multi-dimensional parallelization communications by direct diverse fiber/3D/2D chip hybrid integration_data
DOI: 10.5281/zenodo.18241350
title: Towards universal multi-dimensional parallelization communications by direct diverse fiber/3D/2D chip hybrid integration_data
DOI: 10.5281/zenodo.18241601
title: Andropogon hirtiflorus (Nees) Kunth. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18241602
title: Andropogon hirtiflorus (Nees) Kunth. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.3886/e244080
title: School Of Nursing (S.O.N.), General Hospital, Ikot-Ekpene 026/2027 ADMISSION FORM Is Out Call 09032974622

description: School Of Nursing (S.O.N.), General Hospital, Ikot-Ekpene 2026/2027 ADMISSION FORM Is Out Call 09032974622 09032974622, Also For Transcript Collection Call 09032974622 for more details... The Management of the school hereby informs the general public on the sales of the general Nursing Admission form into the School of Nursing/Midwifery. And also the sales of the two (2) years Post Basic Nursing Programme. Contact the school Admin — DR MRS GRACE on 09032974622 for more details on how to purchase the form and register online.
DOI: 10.5281/zenodo.18241598
title: PEDAGOGIK FAOLIYATDA KASBIY KOMPETENTLIK VA KASBIY MAHORAT O'RTASIDAGI O'ZARO BOG'LIQLIK

description: Ushbu maqolada pedagogik faoliyat jarayonida kasbiy kompetentlik va kasbiy mahorat tushunchalarining mazmuni, tuzilmasi hamda ularning o‘zaro bog‘liqligi ilmiy-nazariy jihatdan tahlil etilgan. Kasbiy kompetentlik o‘qituvchining bilim, ko‘nikma, malaka va shaxsiy sifatlari majmui sifatida talqin qilinadi. Shuningdek, bo‘lajak o‘qituvchilarda kasbiy kompetentlikni rivojlantirish orqali pedagogik mahoratni oshirish yo‘llari yoritilgan. Tadqiqot natijalari o‘qituvchilarni tayyorlash jarayonini takomillashtirishda amaliy ahamiyatga ega.
DOI: 10.5281/zenodo.18241597
title: PEDAGOGIK FAOLIYATDA KASBIY KOMPETENTLIK VA KASBIY MAHORAT O'RTASIDAGI O'ZARO BOG'LIQLIK

description: Ushbu maqolada pedagogik faoliyat jarayonida kasbiy kompetentlik va kasbiy mahorat tushunchalarining mazmuni, tuzilmasi hamda ularning o‘zaro bog‘liqligi ilmiy-nazariy jihatdan tahlil etilgan. Kasbiy kompetentlik o‘qituvchining bilim, ko‘nikma, malaka va shaxsiy sifatlari majmui sifatida talqin qilinadi. Shuningdek, bo‘lajak o‘qituvchilarda kasbiy kompetentlikni rivojlantirish orqali pedagogik mahoratni oshirish yo‘llari yoritilgan. Tadqiqot natijalari o‘qituvchilarni tayyorlash jarayonini takomillashtirishda amaliy ahamiyatga ega.
DOI: 10.15468/dl.kuznzp
title: Occurrence Download

description: A dataset containing 41821 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bumblebees and butterflies in Norway"
 ]
}

 The dataset includes 41821 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008391-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ac5dce
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.25.52_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 158 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008392-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18241604
title: Andropogon imberbis Steud. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18241603
title: Andropogon imberbis Steud. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.2909/40776380-689b-46ae-9776-179d32afcf29
title: Transmission Through Canopy Reference Measurements 2013-2024 (20m), Ground-Based Observations for Validation project sites - version 2.0, Dec 2025

description: The Transmission Through Canopy” (TCANOPY) refers to the amount of photosynthetically active radiation (PAR) that is transmitted through the canopy. PAR is defined as the radiation between 400 nm and 700 nm. The TCANOPY values are dimensionless.

The GBOV service (Ground-Based Observations for Validation) is a project funded by the European Commission. Its objective is to provide analysis-ready validation data to support the evaluation of Earth Observation products. The core aim of GBOV is to generate upscaled products derived from ground-based measurements.

This dataset consists of TCANOPY values extracted from Digital Hemispherical Photographs (DHPs) campaigns over stations located in North America, Europe, Japan and Australia. The DHPs are provided by the following networks: NEON, ICOS, TERN.
DOI: 10.2909/8bbaa16c-1832-4e6b-918c-d714979ab987
title: Fraction of Intercepted Photosynthetically Active Radiation Reference Measurements 2013-2024 (20m), Ground-Based Observations for Validation project sites - version 2.0, Dec 2025

description: The Fraction of Intercepted Photosynthetically Active Radiation (FAPAR) corresponds to the amount of radiation at wavelengths of between 400 nm and 700 nm that is intercepted by the canopy. FIPAR is a dimensionless quantity that ranges from 0 to 1 and depends on illumination geometry and the proportion of direct and diffuse radiation.

The GBOV service (Ground-Based Observations for Validation) is a project funded by the European Commission. Its objective is to provide analysis-ready validation data to support the evaluation of Earth Observation products. The core aim of GBOV is to generate upscaled products derived from ground-based measurements.

This dataset consists of FIPAR values extracted from Digital Hemispherical Photographs (DHPs) campaigns over stations located in North America, Europe, Japan and Australia. The DHPs are provided by the following networks: TERN, NEON and ICOS.
DOI: 10.5281/zenodo.18241612
title: Andropogon ingratus Hack. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18241613
title: Andropogon ingratus Hack. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.15468/dl.gjt26u
title: Occurrence Download

description: A dataset containing 52263 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucaena leucocephala"
 ]
}

 The dataset includes 52263 records from 813 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008306-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2909/bfdfe6c4-087b-4c90-8815-4b3d5318c087
title: Leaf Area Index Reference Measurements 2013-2024 (20m), Ground-Based Observations for Validation project sites - version 2.0, Dec 2025

description: The Leaf Area Index (LAI) is a dimensionless quantity that characterizes plant canopies. It is defined as the one-sided green leaf area per unit ground surface area (LAI = leaf area / ground area, m² / m²) in broadleaf canopies. The LAI values are dimensionless.

The GBOV service (Ground-Based Observations for Validation) is a project funded by the European Commission. Its objective is to provide analysis-ready validation data to support the evaluation of Earth Observation products. The core aim of GBOV is to generate upscaled products derived from ground-based measurements.

This dataset consists of LAI values extracted from Digital Hemispherical Photographs (DHPs) campaigns over stations located in North America, Europe, Japan and Australia. The DHPs are mostly provided by the following networks: TERN, NEON and ICOS.
DOI: 10.2909/99ef7cff-2702-43e0-986e-e33014f612aa
title: Top of Canopy Reflectance 2012-2024 (raster 1km), Ground-Based Observations for Validation project sites - version 1.1.0, Dec 2025

description: The Surface Reflectance or Top-Of-Canopy Reflectance (TOC-R) quantifies the fraction of the sunlight reflected by the surface of the Earth, in a narrow spectral range. TOC-R is normalised into a single angular configuration to avoid strong geometrical heterogeneity. TOC-R is dimensionless. Two types of data are available: a ground albedometer footprint, representing 1 km2, and a 3 x 3 upscaled macropixel computed by satellite images with an angular resolution of 1/112 degree.

The GBOV service (Ground-Based Observations for Validation) is a project funded by the European Commission. Its objective is to provide analysis-ready validation data to support the evaluation of Earth Observation products. The core aim of GBOV is to generate upscaled products derived from ground-based measurements.

This dataset consists of Land Products (LPs) generated using shortwave in-situ measurements collected from stations located in North America, Europe, Australia, Africa and Asia. These ground data are combined with Sentinel-2 Level 2 surface reflectance products to build this upscaled TOC-R LP.
DOI: 10.2909/1347fcba-b1e0-449d-b17b-a487b3ca6ea3
title: Surface Albedo 2012-2024 (raster 1km), Ground-Based Observations for Validation project sites - version 1.1.0, Dec 2025

description: Surface albedo refers to the instantaneous ratio of surface-reflected radiation flux to incident radiation flux over the shortwave spectral domain (dimensionless). It is defined for broad spectral regions or for spectral bands of finite width. As the scattering of light by land surfaces depends on the direction of incoming radiation and the direction of observation, various albedo definitions have been introduced:
▪ white-sky (bi-hemispherical reflectance under isotropic illumination, BHRiso);
▪ black-sky (directional hemispherical reflectance, DHR under direct illumination);
▪ blue-sky (bi-hemispherical reflectance approximating ambient illumination and instantaneous atmospheric conditions, BHR).
White-sky and black-sky albedo are provided for the benefit of Copernicus global land products validation through GBOV data portal. Ground albedometer footprints representing 1 km2 and 3 x 3 macropixels with an angular resolution of 1/112 degree are currently available in the database.

The GBOV service (Ground-Based Observations for Validation) is a project funded by the European Commission. Its objective is to provide analysis-ready validation data to support the evaluation of Earth Observation products. The core aim of GBOV is to generate upscaled products derived from ground-based measurements.

This dataset consists of Land Products (LPs) generated using shortwave in-situ measurements collected from stations located in North America, Europe, Australia, Africa and Asia. These ground data are combined with Sentinel-2 Level 2 surface reflectance products to build this upscaled Surface Albedo LP.
DOI: 10.2909/1f4a1dd0-b9cb-45f0-9875-e2680c4ac226
title: Leaf Area Index 2013-2024 (raster 20m, 300m), Ground-Based Observations for Validation project sites - version 3.5.0, Dec 2025

description: LAI corresponds to the one-sided leaf area per unit of ground surface area and describes the amount of leaf material in a vegetation canopy.

The GBOV service (Ground-Based Observations for Validation) is a project funded by the European Commission. Its objective is to provide analysis-ready validation data to support the evaluation of Earth Observation products. The core aim of GBOV is to generate upscaled products derived from ground-based measurements.

This dataset consists of Land Products (LPs) generated using Digital Hemispherical Photographs (DHP) collected from in-situ stations located in North America, Europe, Australia, and Asia. These DHPs are used to extract ground measurements of LAI over Experimental Sample Units (ESUs) provided in the "Leaf Area Index Reference Measurements 2013-2024 (20m), Ground-Based Observations for Validation project sites - version 2.0, Dec 2025" dataset. ESU size is comparable to the spatial resolution of Sentinel-2 Level 2 surface reflectance products, which are used for the upscaling.

Each Land Product is distributed at two spatial resolutions: one matching the Sentinel-2 Level 2 surface reflectance resolution (~20 m), and one aggregated to the Copernicus Global Land Service (CGLS) resolution (~300 m).
DOI: 10.5281/zenodo.18241617
title: Andropogon ischaemum L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18241618
title: Andropogon ischaemum L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.2909/29dbb8a6-ddac-4fb5-a7cd-e4bd7cedb543
title: Fraction of Absorbed Photosynthetically Active Radiation 2013-2024 (raster 20m, 300m), Ground-Based Observations for Validation project sites - version 3.5.0, Dec 2025

description: The Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) corresponds to the amount of radiation at wavelengths of between 400 nm and 700 nm that is absorbed by the canopy. FAPAR is a dimensionless quantity that ranges from 0 to 1 and depends on illumination geometry and the proportion of direct and diffuse radiation.

The GBOV service (Ground-Based Observations for Validation) is a project funded by the European Commission. Its objective is to provide analysis-ready validation data to support the evaluation of Earth Observation products. The core aim of GBOV is to generate upscaled products derived from ground-based measurements.

This dataset consists of Land Products (LPs) generated using Digital Hemispherical Photographs (DHP) collected from in-situ stations located in North America, Europe, Australia, and Asia. These DHPs are used to extract ground measurements of FAPAR over Experimental Sample Units (ESUs) provided in the "Fraction of Intercepted Photosynthetically Active Radiation Reference Measurements 2013-2024 (20m), Ground-Based Observations for Validation project sites - version 2.0, Dec 2025" dataset. ESU size is comparable to the spatial resolution of Sentinel-2 Level 2 surface reflectance products, which are used for the upscaling.

Each Land Product is distributed at two spatial resolutions: one matching the Sentinel-2 Level 2 surface reflectance resolution (~20 m), and one aggregated to the Copernicus Global Land Service (CGLS) resolution (~300 m).
DOI: 10.15468/dl.9wwwt7
title: Occurrence Download

description: A dataset containing 1081359 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lotus corniculatus"
 ]
}

 The dataset includes 1081359 records from 4205 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008309-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvujuq
title: Occurrence Download

description: A dataset listing the 207 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is GBR",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 2020-2025"
 ]
}

 The dataset's 207 records were derived from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010964-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.