cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5285/487f129d-a40a-305b-e063-7086abc0ac13
title: Phytoplankton and bacterioplankton abundance within and below the sea-ice measured using flow cytometry during PICCOLO research cruise SD035 to the Southern Ocean in Feb-Mar 2024.

description: This dataset consists of phytoplankton and bacterioplankton abundance data from ice core, brown ice, and below-ice water samples collected in the Southern Ocean in February 2024 during the PICCOLO research cruise SD035 aboard RRS Sir David Attenborough. Samples were analysed by scientists from Plymouth Marine Laboratory using flow cytometry. These data contribute to the understanding of carbon cycling within the Southern Ocean overturning circulation.
DOI: 10.15468/dl.wpfmmr
title: Occurrence Download

description: A dataset containing 8763 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea obscura",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8763 records from 166 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002651-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4wzv75
title: Occurrence Download

description: A dataset containing 287 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Registros de Cóndor Andino (Vultur gryphus) en Ecuador"
 ]
}

 The dataset includes 287 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002653-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmpy6s
title: Occurrence Download

description: A dataset containing 2101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Aristida longiseta"
 ]
}

 The dataset includes 2101 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002652-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.20383/101.0148
title: Reactive Silicon Data in Hamilton Harbour, Lake Ontario

description: This project investigated nutrient silicon cycling in Hamilton Harbour, Lake Ontario. A field sampling program was undertaken to collect water, suspended sediment, and bottom sediment samples from Hamilton Harbour, which were then analysed for dissolved and particulate reactive silicon. Sediment cores were also used in sediment core incubation experiments to determine the flux of silicon from sediments to the water column. This data was collated into a reactive silicon mass balance model to determine silicon inputs, outputs and internal cycling processes within Hamilton Harbour.
DOI: 10.34810/data878
title: Replication data for "Indigenous Peoples and local communities report ongoing and widespread climate change impacts on local social-ecological systems"

description: This file contains the data used in the manuscript "Indigenous Peoples and local communities report ongoing and widespread climate change impacts on local social-ecological systems", by V. Reyes-García et al. Under review in Communications Earth & Environment. Data were collected using a place-specific but cross-culturally comparable research protocol to document climate change indicator and impacts as locally experienced and to analyze their distribution. The dataset includes first-hand data in 48 sites inhabited by Indigenous Peoples and local communities and covering all climate zones and nature-dependent livelihoods. It documents 1,661 site-agreed reports of changes corresponding to 369 indicators.
DOI: 10.11583/dtu.23925099.v1
title: Dataset for: "Resolved large eddy simulations of a settling or rising spherical microplastic particle"

description: -The "settlingRisingVelocity.mat" is a MATLAB binary workspace file containing the diameter, density, and settling or rising velocity of all simulated microplastic particles, with their position and velocity time series and kinematic viscosity of the fluid.-The "settlingRising_main.zip" is a main simulation folder that can be manipulated for the specific case and used with present CFD-DEM coupling.-Example simulation videos for each microplastic particle are provided with the naming convention "S_X.mp4" for the settling microplastics and "R_X.mp4" for the rising microplastics, where “X” refers to the case number. Please note that the videos are low-quality when using the preview. For optimal quality, it is suggested to download the videos and play the files directly.
DOI: 10.5281/zenodo.18549032
title: Intensivkapazitäten und COVID-19-Intensivbettenbelegung in Deutschland

description: Der Datensatz "Intensivkapazitäten und COVID-19-Intensivbettenbelegung in Deutschland" des Robert Koch-Instituts dokumentiert die tägliche intensivmedizinische Versorgungslage seit der COVID-19-Pandemie. Basierend auf Meldungen aller intensivbettenführenden Krankenhäuser in Deutschland erfasst das DIVI-Intensivregister Echtzeitdaten zu belegten und freien Intensivbetten. Die Erhebung differenziert nach Altersgruppen, Regionen und Versorgungsstufen. COVID-19-Fälle auf Intensivstationen werden gesondert ausgewiesen. Die Daten stehen aggregiert auf Bundes-, Landes- und Kreisebene zur Verfügung. Damit bildet der Datensatz eine Grundlage für die Überwachung von Kapazitäten, die Koordination von Behandlungskapazitäten und politische Entscheidungsprozesse während der Pandemie und darüber hinaus.
DOI: 10.17632/pzh8xpvcwg
title: High-resolution erosivity maps for Brazil

description: This gridded dataset contains annual and monthly rainfall erosivity (RE) and erosivity density (ED) maps for Brazil.

Data type: Raster (GeoTIFF)
Spatial resolution: ~0.7 km²
Spatial coverage: Entire Brazilian territory
Projection: SIRGAS 2000 (EPSG:4674).
Temporal resolution: Annual and monthly values 
Variables and units: Rainfall erosivity (MJ·mm·ha⁻¹·h⁻¹·year⁻¹ or MJ·mm·ha⁻¹·h⁻¹·month⁻¹) and erosivity density (MJ·ha⁻¹·h⁻¹)
Mapping methodology: Random Forest algorithm
DOI: 10.17632/pzh8xpvcwg.1
title: High-resolution erosivity maps for Brazil

description: This gridded dataset contains annual and monthly rainfall erosivity (RE) and erosivity density (ED) maps for Brazil.

Data type: Raster (GeoTIFF)
Spatial resolution: ~0.7 km²
Spatial coverage: Entire Brazilian territory
Projection: SIRGAS 2000 (EPSG:4674).
Temporal resolution: Annual and monthly values 
Variables and units: Rainfall erosivity (MJ·mm·ha⁻¹·h⁻¹·year⁻¹ or MJ·mm·ha⁻¹·h⁻¹·month⁻¹) and erosivity density (MJ·ha⁻¹·h⁻¹)
Mapping methodology: Random Forest algorithm
DOI: 10.17632/dhz7z2w4xh
title: DATA_Transmission_DiffractionEIGSuperSuper

description: Data for Boutabba, Nadia (2026),Transmission and Diffraction of EIG via SuperGaussian Pulser”, Mendeley Data, V1, doi: 10.17632/dhz7z2w4xh.1
DOI: 10.17632/dhz7z2w4xh.1
title: DATA_Transmission_DiffractionEIGSuperSuper

description: Data for Boutabba, Nadia (2026),Transmission and Diffraction of EIG via SuperGaussian Pulser”, Mendeley Data, V1, doi: 10.17632/dhz7z2w4xh.1
DOI: 10.15468/dl.hks9p2
title: Occurrence Download

description: A dataset listing the 1875 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Flora of the Korean Peninsula"
 ]
}

 The dataset's 1875 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002640-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18546205
title: Integrated Human Pancreas Cell Atlas (harmonized from public datasets)

description: Integrated human pancreas single-cell RNA-seq atlas harmonized from publicly available datasets, with standardized cell type annotations. Data are de-identified and derived exclusively from public sources.
DOI: 10.5281/zenodo.18546206
title: Integrated Human Pancreas Cell Atlas (harmonized from public datasets)

description: Integrated human pancreas single-cell RNA-seq atlas harmonized from publicly available datasets, with standardized cell type annotations. Data are de-identified and derived exclusively from public sources.
DOI: 10.5281/zenodo.18548967
title: Plate 3.5 Extreme Accretion of the Snow Cover
title: Tafel 3.5 Extremer Schneedeckenzuwachs
title: Planche 3.5 Accroissements extrêmes de la hauteur de neige
title: Tavola 3.5 Accrescimento estremo del manto nevoso

description: The representation of extreme events was limited to the largest annual amount of new snow over a 3-day period (HN3) and the highest annual values for accretion of the snow cover over a 3-day period (ΔHS3). These values were mapped with a 100 year period. The table gives values for the altitude of the station and adjusted values for an altitude of 2000 m.
description: Bei der Darstellung der Extremereignisse beschränkte man sich auf die grössten jährlichen Neuschneesummen in drei Tagen (HN3) und die grössten jährlichen Schneedeckenzuwachswerte in drei Tagen (ΔHS3). Kartiert wurden die Werte mit einer Wiederkehrperiode von 100 Jahren. In der Tabelle werden die auf die Stationshöhe bezogenen und die auf 2000 m reduzierten Werte ausgewiesen.
description: Pour la représentation des événements extrêmes, on se limite donc aux plus grandes sommes annuelles de neige fraîche pour 3 jours (HN3) ainsi qu’aux plus grandes valeurs annuelles de l’accroissement de la couche de neige en trois jours (ΔHS3). Les valeurs d’une période de récurrence de 100 ans ont été cartographiée. Le tableau donne les valeurs rapportées à l’altitude des stations ainsi que les valeurs réduites à l’altitude de 2000 m.
description: Nella rappresentazione degli eventi estremi ci si è pertanto ristretti agli accumuli annuali maggiori nell’arco di tre giorni (HN3) e ai tassi di crescita annuali maggiori della coltre in tre giorni (ΔHS3). I valori cartografati sono relativi a un tempo di ritorno di 100 anni. Nella tabella sono evidenziati sia i valori riferiti alla quota delle stazioni sia quelli ridotti all’altezza di 2000 m.
DOI: 10.5281/zenodo.18548968
title: Plate 3.5 Extreme Accretion of the Snow Cover
title: Tafel 3.5 Extremer Schneedeckenzuwachs
title: Planche 3.5 Accroissements extrêmes de la hauteur de neige
title: Tavola 3.5 Accrescimento estremo del manto nevoso

description: The representation of extreme events was limited to the largest annual amount of new snow over a 3-day period (HN3) and the highest annual values for accretion of the snow cover over a 3-day period (ΔHS3). These values were mapped with a 100 year period. The table gives values for the altitude of the station and adjusted values for an altitude of 2000 m.
description: Bei der Darstellung der Extremereignisse beschränkte man sich auf die grössten jährlichen Neuschneesummen in drei Tagen (HN3) und die grössten jährlichen Schneedeckenzuwachswerte in drei Tagen (ΔHS3). Kartiert wurden die Werte mit einer Wiederkehrperiode von 100 Jahren. In der Tabelle werden die auf die Stationshöhe bezogenen und die auf 2000 m reduzierten Werte ausgewiesen.
description: Pour la représentation des événements extrêmes, on se limite donc aux plus grandes sommes annuelles de neige fraîche pour 3 jours (HN3) ainsi qu’aux plus grandes valeurs annuelles de l’accroissement de la couche de neige en trois jours (ΔHS3). Les valeurs d’une période de récurrence de 100 ans ont été cartographiée. Le tableau donne les valeurs rapportées à l’altitude des stations ainsi que les valeurs réduites à l’altitude de 2000 m.
description: Nella rappresentazione degli eventi estremi ci si è pertanto ristretti agli accumuli annuali maggiori nell’arco di tre giorni (HN3) e ai tassi di crescita annuali maggiori della coltre in tre giorni (ΔHS3). I valori cartografati sono relativi a un tempo di ritorno di 100 anni. Nella tabella sono evidenziati sia i valori riferiti alla quota delle stazioni sia quelli ridotti all’altezza di 2000 m.
DOI: 10.5281/zenodo.18526956
title: GWAS summary of  bivariate genome-wide analysis for lung function and fasting plasma glucose

description: This dataset contains summary statistics from an exploratory bivariate genome-wide association analysis of lung function (FEV1/FVC ratio) and fasting plasma glucose in 139 twin pairs from a northern Chinese cohort. Analyses were adjusted for age, sex, body mass index, and smoking status, and include association results for 5,628,083 SNPs.
DOI: 10.17632/nz8bhz7j9t
title: A High-Resolution Proximal Multispectral Dataset for Early Detection of Brown Spot (Bipolaris oryzae) in Tropical Rice Crops

description: This dataset provides high-resolution proximal multispectral imagery specifically designed for the detection and classification of Brown Spot disease (Bipolaris oryzae) in rice crops (Oryza sativa L.). The data were acquired in the tropical savannas of Casanare, Colombia (Yopal and Aguazul municipalities), representing one of the most productive rice regions in the country.

1. Data Acquisition and Sensor Specifications: The imagery was captured using a DJI P4 Multispectral (P4M) platform. The system records six discrete spectral channels: one RGB (visible) and five monochromatic bands centered at Blue (450 nm), Green (560 nm), Red (650 nm), Red-Edge (730 nm), and Near-Infrared (840 nm). To resolve early-stage necrotic lesions (often smaller than 1.5 mm), a proximal sensing strategy was implemented, maintaining a sensor height of 30–45 cm from the canopy with a 45° oblique perspective.

2. Dataset Composition: The dataset consists of 2,772 multispectral sets (totaling over 13,000 individual TIFF files) categorized into two primary classes:

Healthy: Asymptomatic rice leaves confirmed under optimal nutrient conditions.

Diseased (Brown Spot): Leaves exhibiting characteristic oval lesions with necrotic centers and chlorotic halos, ranging from early to advanced infection stages.

3. Ground Truth Validation: Class labels were assigned through a rigorous \textit{in-situ} inspection protocol. Ground truth was validated by expert agronomists from the TICTROPICO research group (Unitropico) and local technical assistants, following the phytosanitary monitoring standards for Colombian tropical rice.
4. Potential Applications: This dataset is optimized for training and benchmarking Deep Learning architectures (e.g., CNNs, ConvNeXt, Vision Transformers) and for the development of high-dimensional Bio-Spectral Tensors. It serves as a benchmark for precision phytopathology and autonomous crop health monitoring in tropical agricultural ecosystems.
DOI: 10.17632/nz8bhz7j9t.1
title: A High-Resolution Proximal Multispectral Dataset for Early Detection of Brown Spot (Bipolaris oryzae) in Tropical Rice Crops

description: This dataset provides high-resolution proximal multispectral imagery specifically designed for the detection and classification of Brown Spot disease (Bipolaris oryzae) in rice crops (Oryza sativa L.). The data were acquired in the tropical savannas of Casanare, Colombia (Yopal and Aguazul municipalities), representing one of the most productive rice regions in the country.

1. Data Acquisition and Sensor Specifications: The imagery was captured using a DJI P4 Multispectral (P4M) platform. The system records six discrete spectral channels: one RGB (visible) and five monochromatic bands centered at Blue (450 nm), Green (560 nm), Red (650 nm), Red-Edge (730 nm), and Near-Infrared (840 nm). To resolve early-stage necrotic lesions (often smaller than 1.5 mm), a proximal sensing strategy was implemented, maintaining a sensor height of 30–45 cm from the canopy with a 45° oblique perspective.

2. Dataset Composition: The dataset consists of 2,772 multispectral sets (totaling over 13,000 individual TIFF files) categorized into two primary classes:

Healthy: Asymptomatic rice leaves confirmed under optimal nutrient conditions.

Diseased (Brown Spot): Leaves exhibiting characteristic oval lesions with necrotic centers and chlorotic halos, ranging from early to advanced infection stages.

3. Ground Truth Validation: Class labels were assigned through a rigorous \textit{in-situ} inspection protocol. Ground truth was validated by expert agronomists from the TICTROPICO research group (Unitropico) and local technical assistants, following the phytosanitary monitoring standards for Colombian tropical rice.
4. Potential Applications: This dataset is optimized for training and benchmarking Deep Learning architectures (e.g., CNNs, ConvNeXt, Vision Transformers) and for the development of high-dimensional Bio-Spectral Tensors. It serves as a benchmark for precision phytopathology and autonomous crop health monitoring in tropical agricultural ecosystems.
DOI: 10.15468/dl.vyxjyz
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Aristida mendocina"
 ]
}

 The dataset includes 220 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002659-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4ye78
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Cebus aequatorialis"
 ]
}

 The dataset includes 200 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002655-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18547996
title: 古籍电子化数据集

description: 古籍电子化元数据集
DOI: 10.15468/dl.qjymas
title: Occurrence Download

description: A dataset containing 287 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Registros de Cóndor Andino (Vultur gryphus) en Ecuador"
 ]
}

 The dataset includes 287 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002661-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5s17t646
title: MassIVE MSV000100774 - Growing into Gender: Funerary Practice of Boys and Girls in the Bronze Age of the Carpathian Basin (2100-1700 BC)
title: Identification of peptide based sex by tooth analysis via UHPLC-MS/MS. This work was supported by the Austrian Science Fund (FWF) [grant DOI 10.55776/TAI759].
DOI: 10.15468/dl.vvn5yb
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platea latifolia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 205 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002660-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v79z9j
title: Occurrence Download

description: A dataset containing 24413 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea pes-caprae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24413 records from 353 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002657-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/cdc.543
title: Chandra X-ray Observatory Chandra Data Collection for request #543

description: Chandra Data Collection for request #543
DOI: 10.5281/zenodo.18549035
title: GWAS summary of  bivariate genome-wide analysis for lung function and fasting plasma glucose

description: This dataset contains summary statistics from an exploratory bivariate genome-wide association analysis of lung function (FEV1/FVC ratio) and fasting plasma glucose in 139 twin pairs from a northern Chinese cohort. Analyses were adjusted for age, sex, body mass index, and smoking status, and include association results for 5,628,083 SNPs.
DOI: 10.5281/zenodo.18549036
title: GWAS summary of  bivariate genome-wide analysis for lung function and fasting plasma glucose

description: This dataset contains summary statistics from an exploratory bivariate genome-wide association analysis of lung function (FEV1/FVC ratio) and fasting plasma glucose in 139 twin pairs from a northern Chinese cohort. Analyses were adjusted for age, sex, body mass index, and smoking status, and include association results for 5,628,083 SNPs.
DOI: 10.15468/dl.ham5b8
title: Occurrence Download

description: A dataset containing 7245778 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Chile",
 "OccurrenceStatus is Present",
 "Year 2020-2025"
 ]
}

 The dataset includes 7245778 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002582-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18547954
title: Table 1 in Systematics and biogeography of Sternarchellini (Gymnotiformes: Apteronotidae): Diversification of electric fishes in large Amazonian rivers

description: Table 1. Summary of taxonomic data on valid species of Sternarchellini.
SpeciesYearAuthor(s)Type localityState, CountryBasinMagosternarchus duccis1996Lundberg et al.Rio Branco near confluence Rio NegroRoraima, BrazilAmazonMagosternarchus raptor1996Lundberg et al.Rio Solimões, near confluence Rio PurúsAmazonas, BrazilAmazonPariosternarchus amazonensis2006Albert & CramptonMamirauá reserve, Alvarães near TeféAmazonas, BrazilAmazonSternarchella calhamazon2013Lundberg et al.rio Madeira, 35 km above confluence with rio AmazonasAmazonas, BrazilAmazonSternarchella orinoco1994Mago-LecciaDelta of Rio Orinoco at Isla IguanaAmacuro, VenezuelaOrinocoSternarchella orthos1994Mago-LecciaRio Apure near mouth Rio BoqueronisApure, VenezuelaOrinocoSternarchella schotti1868SteindachnerMouth of Rio Negro at ManausAmazonas, BrazilAmazonSternarchella sima1913StarksPará (Belem)Pará, BrazilAmazonSternarchella terminalis1942Eigenmann & Allennear IquitosLoreto, PeruAmazon
description: Published as part of Ivanyisky Iii, Stephen J. & Albert, James S., 2014, Systematics and biogeography of Sternarchellini (Gymnotiformes: Apteronotidae): Diversification of electric fishes in large Amazonian rivers, pp. 567 in Neotropical Ichthyology 12 (3) on page 567, DOI: 10.1590/1982-0224-20130159, http://zenodo.org/record/4639173