cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57702/j73ls4vd
title: The EuRoC micro aerial vehicle datasets

description: The EuRoC micro aerial vehicle datasets are a collection of datasets for visual-inertial odometry and SLAM.
DOI: 10.57702/szvvh1ls
title: DreamerV3

description: The dataset used in the paper is a visual 3D navigation task, where the agent learns to navigate through a complex environment and improve its performance through iterative inference.
DOI: 10.57702/iuywoq93
title: Potsdam-3

description: Potsdam-3 is a remote sensing dataset with 8550 images belonging to 3 classes.
DOI: 10.13145/bacdive174072.20241212.9.2
title: Bacillus sphaericus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.17632/8n7j8x8py5.1
title: Gut microbial metabolomics profiling in unexplained infertility cohort

description: Uploaded raw data calibrated by QI software, derived from untargeted metabolomics profiling of plasma metabolites in patients with unexplained infertility and healthy volunteers.
DOI: 10.57702/dt7blpd2
title: pulse2percept dataset

description: The dataset used in this paper is a simulation dataset for retinal prosthetic stimulation optimization. It contains 10,000,000 random stimulus-percept pairs and is used to evaluate the performance of different optimization approaches.
DOI: 10.15468/dl.ee2kd3
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((88.60111000000001 24.825288, 88.523742 24.819711, 88.4483 24.803119, 88.37665800000001 24.775923, 88.310596 24.738802, 88.251749 24.692676, 88.20157 24.638691, 88.161289 24.578185, 88.131891 24.512656, 88.11408299999999 24.443723, 88.10828600000001 24.373089, 88.11462299999999 24.302493, 88.132919 24.233672, 88.162705 24.168317, 88.20323399999999 24.108031, 88.25349900000001 24.054289, 88.31225999999999 24.008407, 88.378074 23.971505, 88.44932799999999 23.944484, 88.524283 23.928004, 88.60111000000001 23.922465, 88.677937 23.928004, 88.752892 23.944484, 88.824146 23.971505, 88.88996 24.008407, 88.94872100000001 24.054289, 88.998986 24.108031, 89.03951499999999 24.168317, 89.069301 24.233672, 89.087597 24.302493, 89.093934 24.373089, 89.088137 24.443723, 89.070329 24.512656, 89.040931 24.578185, 89.00064999999999 24.638691, 88.95047099999999 24.692676, 88.89162399999999 24.738802, 88.82556200000001 24.775923, 88.75391999999999 24.803119, 88.678478 24.819711, 88.60111000000001 24.825288))"},{"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 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079612-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/t3rqawc7
title: STAMP 4 NLP

description: STAMP 4 NLP is an instantiable, iterative, and incremental process model for developing natural language processing applications with a focus on quality, business value, and simpliﬁed prototyping.
DOI: 10.15468/dl.hejpdd
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Angola",
 "TaxonKey is Vulpes chama"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079613-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18163248
title: [LS2N_IPI] IRCCyN_IVC_Eyetracker_2008_11

description: Overview

The IRCCyN IVC Eyetracker SD 2008 11 video database contains 51 videos in SD format (720x576 pixels). There are 30 videos in interlaced at 50Hz (i50) and 21 videos in progressive format at 30Hz (p30).

All videos are H.264 coded with a bitrate to produce good quality. For the "i50" videos, there are 15 video contents with 2 versions for each content. One without and one with simulated transmission errors. For the "p30" videos, there are 16 video contents without transmission error and 5 of these contents with simulated transmission error.

It’s a free task experiment.

The videos and eyetracker raw data are provided.

This database is provided free of charge

 

Goal

Initial goal

This database was created to collect saliency maps to test a region of interest protectionsoftware on these videos.More details can be found in the related publications.A video quality database is available come from the results of this experiment to evaluate the quality impact of the protected region of interest.

 

Possible usage

This eye tracking SD video database can be used to validate a visual attention model takingcare about transmission error (simulated packets loss).This database can be used to evaluate the impact of transmission error on the saliency maps

 

Citation

Please, cite the following paper in your publications if you use this database in your work :Fadi Boulos, Wei Chen, Benoit Parrein and Patrick Le Callet, "Region-of-Interest Intra Prediction for H.264/AVC Error Resilience", IEEE ICIP, 2009.
DOI: 10.13145/bacdive174072.20251217.10
title: Bacillus sphaericus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.5281/zenodo.18028601
title: MyBAD: Malaysian Bird Activity Detection Dataset

description: MyBAD (Malaysian Bird Activity Detection) is a large-scale audio dataset for Edge AI bird detection. It includes 20,000 positive (bird-present) and 20,000 negative (bird-absent) 3-second WAV clips, sampled at 16 kHz. 

The dataset is designed for automated bird activity detection, biodiversity monitoring, and real-time acoustic sensing on low-power devices. It is fully machine-learning ready.

Positive samples extracted from Xeno-canto recordings from Malaysia and neighboring countries—Thailand, Indonesia, Singapore, and Brunei— up to November 2025. Samples were obtained by extracting the highest-energy 3-second segment from each Xeno-canto recording.

Negative samples were drawn primarily from the BirdCLEF “BAD” competition datasets (BirdVox, Freefield1010, and Warblr) and were further supplemented with non-bird environmental audio from the FSC22 and ESC50 datasets.

Metadata for positive samples is provided to ensure traceability. Metadata for negative samples is not included due to fragmentation across source datasets but can be obtained directly from the respective original sources.

Released under CC BY 4.0, MyBAD provides an open, reproducible resource for developing Edge AI models for tropical bird monitoring and acoustic biodiversity assessment.

Note: This dataset will be formally described in a forthcoming paper introducing the dataset and companion featherweight bird-activity detector.
DOI: 10.57702/hewqbghp
title: Euler Equations Dataset

description: The dataset used in the paper for testing the performance of the trained policy on the Euler equations.
DOI: 10.5281/zenodo.18163247
title: [LS2N_IPI] IRCCyN_IVC_Eyetracker_2008_11

description: Overview

The IRCCyN IVC Eyetracker SD 2008 11 video database contains 51 videos in SD format (720x576 pixels). There are 30 videos in interlaced at 50Hz (i50) and 21 videos in progressive format at 30Hz (p30).

All videos are H.264 coded with a bitrate to produce good quality. For the "i50" videos, there are 15 video contents with 2 versions for each content. One without and one with simulated transmission errors. For the "p30" videos, there are 16 video contents without transmission error and 5 of these contents with simulated transmission error.

It’s a free task experiment.

The videos and eyetracker raw data are provided.

This database is provided free of charge

 

Goal

Initial goal

This database was created to collect saliency maps to test a region of interest protectionsoftware on these videos.More details can be found in the related publications.A video quality database is available come from the results of this experiment to evaluate the quality impact of the protected region of interest.

 

Possible usage

This eye tracking SD video database can be used to validate a visual attention model takingcare about transmission error (simulated packets loss).This database can be used to evaluate the impact of transmission error on the saliency maps

 

Citation

Please, cite the following paper in your publications if you use this database in your work :Fadi Boulos, Wei Chen, Benoit Parrein and Patrick Le Callet, "Region-of-Interest Intra Prediction for H.264/AVC Error Resilience", IEEE ICIP, 2009.
DOI: 10.13145/bacdive174073.20241212.9.2
title: Bacillus sphaericus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.pbfup6
title: Occurrence Download

description: A dataset containing 39763652 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pitangus sulphuratus, Pitta guajana, Pitta moluccensis, Pitta versicolor, Ploceus aurantius, Ploceus benghalensis, Ploceus capensis, Ploceus castaneiceps, Ploceus cucullatus, Ploceus galbula, Ploceus hypoxanthus, Ploceus intermedius, Ploceus jacksoni, Ploceus manyar, Ploceus melanocephalus, Ploceus nigerrimus, Ploceus philippinus, Ploceus rubiginosus, Ploceus subaureus, Ploceus velatus, Ploceus vitellinus, Poecile palustris, Poephila acuticauda, Pomarea dimidiata, Pomatorhinus ruficollis, Prinia flaviventris, Prinia gracilis, Prunella modularis, Psarocolius montezuma, Pseudonigrita arnaudi, Psittiparus gularis, Ptilonorhynchus violaceus, Pycnonotus atriceps, Pycnonotus aurigaster, Pycnonotus barbatus, Pycnonotus bimaculatus, Pycnonotus cafer, Pycnonotus goiavier, Pycnonotus jocosus, Pycnonotus leucogenys, Pycnonotus leucotis, Pycnonotus melanicterus, Pycnonotus sinensis, Pycnonotus xanthopygos, Pycnonotus xanthorrhous, Pyrenestes sanguineus, Pyrrhocorax graculus, Pyrrhocorax pyrrhocorax, Pyrrhula erythaca, Pyrrhula pyrrhula, Pytilia melba, Pytilia phoenicoptera, Quelea erythrops, Quelea quelea, Quiscalus lugubris, Quiscalus major, Quiscalus mexicanus, Quiscalus niger, Quiscalus quiscula, Ramphocelus bresilia, Ramphocelus carbo, Ramphocelus dimidiatus, Regulus ignicapilla, Rhipidura albicollis, Rhipidura leucophrys)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 39763652 records from 7214 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079558-251120083545085/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.30277207.v3
title: Intestinal cGAS-STING-IFN Signaling Promotes Obesity by Downregulating Microbiota-Derived IAA in Male Mice

description: The gut constantly interacts to both pathogens and dietary signals, but how it balances immune and metabolic responses remains unclear. Here, we identify intestinal cGAS, a key DNA sensor, as a central regulator linking gut immunity to whole-body metabolism.
DOI: 10.5281/zenodo.15301820
title: Centrifugal Pump Dataset

description: Description

This dataset contains operational data recorded from centrifugal pumps that supply demineralized water to the boilers of a heating plant. The plant provides the steam required by the research test facilities at CIRA (Italian Aerospace Research Centre).

The dataset includes eigth CSV files, each representing data collected from a specific centrifugal pump during a single operational day. Filenames uniquely identify both the pump unit (A, B, or C) and the corresponding day of operation. For example, the file A_2024-04-10.csv contains the recorded data for centrifugal pump A on April 10, 2024. At the time of writing, the dataset includes records from three distinct operational days, each covering a different time span.

Note: Pump C was turned off on October 30, 2024.

Each CSV file contains 11 columns: one for the timestamp and ten for measured values. The column headers include the following names, as listed in the following Table, where the prefix X represents the centrifugal pump unit label (e.g., A, B, or C):




Column Name
Description
Unit of Measure


Timestamp
temporal timestamp indicating when the measurement was taken, formatted as YYYY-MM-DD hh:mm:ss
-


X_ACR_Mot.PV
vibrational velocity measured by the motor accelerometer
m/s


X_ACR_Mot.SV
peak value measured by the motor accelerometer
m/s2


X_ACR_Mot.TV
contact temperature of the motor accelerometer
°C


X_ACR_Pmp.PV
vibrational velocity measured by the pump accelerometer
m/s


X_ACR_Pmp.SV
peak value measured by the pump accelerometer
m/s2


X_ACR_Pmp.TV
contact temperature of the pump accelerometer
°C


X_Temp.SV
motor casing temperature
°C


X_Pres.SV
outlet fluid pressure from the pump
bar


Barometer
atmospheric pressure
mbar


Temperature
ambient temperature
°C




 

The nameplate data of the motor and pump are reported in the following table:




 
 
Electric Motor
 
 


Power Shaft
Speed
Voltage
Poles
Frame Size (H)


110 kW
2980 rpm
400 V
 2
315 mm


 
 
Mechanical Multistage Pump
 
 


Power
Flow Rate
Pump Head
Max Pressure
N° of Impellers


10 kW
45 m3/h
450 m
40 bar
7




 

For any inquiries or issues regarding the dataset, please contact a.martone@cira.it and/or g.zazzaro@cira.it

Data were collected as part of the SACIP (SAlus CIra Plant) project, funded by the Italian PRORA.
DOI: 10.15468/dl.74e26q
title: Occurrence Download

description: A dataset containing 2369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cnaphalocrocis medinalis",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 2369 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011207-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yux3cw
title: Occurrence Download

description: A dataset containing 380 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyphomeris gypsophiloides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 380 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011208-260129131611470/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/14728513
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.31249129
title: <b>Green Cloud Computing</b>

description: his work addresses the problem of increasing sustainability and energy efficiency in cloud data centers by allocating virtual machines using a hybrid metaheuristic approach. The suggested approach efficiently balances VM allocation while reducing energy use, carbon emissions, and scheduling delays by combining the complementary qualities of exploration and exploitation.
DOI: 10.6084/m9.figshare.31249129.v1
title: <b>Green Cloud Computing</b>

description: his work addresses the problem of increasing sustainability and energy efficiency in cloud data centers by allocating virtual machines using a hybrid metaheuristic approach. The suggested approach efficiently balances VM allocation while reducing energy use, carbon emissions, and scheduling delays by combining the complementary qualities of exploration and exploitation.
DOI: 10.15468/dl.djvrwv
title: Occurrence Download

description: A dataset containing 1000065 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, Museum of Comparative Zoology, Harvard University)",
 "Geometry POLYGON((100.41401 24.34203,98.43905 24.84171,97.32071 22.46225,96.34513 20.79663,96.65446 18.7027,97.48727 16.20427,99.1291 16.03771,99.1053 16.9419,98.72459 17.51297,98.72459 18.46476,99.27187 19.51172,99.79535 21.67703,100.08088 23.10471,100.41401 24.34203))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 1000065 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011172-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6kndb
title: Occurrence Download

description: A dataset containing 15407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solenopsis invicta",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 15407 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011209-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzyk4q
title: Occurrence Download

description: A dataset listing the 2589 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((89.16283 24.99514,92.16283 24.99514,92.16283 27.99514,89.16283 27.99514,89.16283 24.99514))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset's 2589 records were derived from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011192-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.te5ry2
title: Occurrence Download

description: A dataset containing 468 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Guapira obtusata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 468 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011210-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75h8td
title: Occurrence Download

description: A dataset containing 989274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is one of (Present)",
 "Country is one of (Denmark)",
 "HasCoordinate is one of (true)",
 "HasGeospatialIssue is one of (false)",
 {
 "and" : [
 "Year is less than or equal to 2026"
 ]
 },
 {
 "not" : {
 "HostingOrganizationKey" : [
 "is one of (299958e0-4c06-11d8-b290-b8a03c50a862)"
 ]
 }
 },
 {
 "not" : {
 "PublishingCountry" : [
 "is one of (Denmark)"
 ]
 }
 },
 {
 "not" : {
 "DatasetKey" : [
 "is one of (Danish benthic marine monitoring data from ODAM, iNaturalist Research-grade Observations, ICES Zoobenthos Community dataset, ICES Phytoplankton Community dataset, ICES Zooplankton Community dataset, NABU|naturgucker, Phytoplankton data for Danish marine monitoring (ODAM) from 1985 - 2016, ICES historical plankton dataset)"
 ]
 }
 }
 ]
}

 The dataset includes 989274 records from 782 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011184-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18479343
title: MIKE11rivernet

description: no
DOI: 10.5281/zenodo.18479342
title: MIKE11rivernet

description: no
DOI: 10.5281/zenodo.18478871
title: FTIR of textile fibres

description: More than 90 million tons of textile waste are generated globally each year, but recycling rates for all textile materials are still low. Improving recycling technologies is important to reduce environmental pollution and save resources. Solvolysis is considered one of the effective recycling methods that can minimize raw material consumption by valorizing recycled products and decreasing waste. The variety of textiles available on the market includes natural and synthetic fibers, which makes fiber analysis, identification, and recycling challenging. Fourier Transform Infrared (FTIR) is commonly employed in textile processing studies to verify the composition of waste blends, monitor decomposition, and evaluate structural changes.
DOI: 10.5281/zenodo.18478872
title: FTIR of textile fibres

description: More than 90 million tons of textile waste are generated globally each year, but recycling rates for all textile materials are still low. Improving recycling technologies is important to reduce environmental pollution and save resources. Solvolysis is considered one of the effective recycling methods that can minimize raw material consumption by valorizing recycled products and decreasing waste. The variety of textiles available on the market includes natural and synthetic fibers, which makes fiber analysis, identification, and recycling challenging. Fourier Transform Infrared (FTIR) is commonly employed in textile processing studies to verify the composition of waste blends, monitor decomposition, and evaluate structural changes.
DOI: 10.15468/dl.qktsjy
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cephus fumipennis",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 40 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011212-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5rutb
title: Occurrence Download

description: A dataset containing 4249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mirabilis jalapa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 4249 records from 384 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011213-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48733/ifjpan/6imdja
title: Spectrolipidomics of glial cell lines: a deuterated probe for semiquantitative monitoring of cannabidiol-induced cholesterol modulation - research data

description: This dataset was used for the construction of all figures and calculations presented in the manuscript “Spectrolipidomics of glial cell lines: a deuterated probe for semiquantitative monitoring of cannabidiol-induced cholesterol modulation.”
The dataset consists of five (5) Excel files containing raw and processed spectroscopic data used to generate Figures 2–6 of the manuscript.
DOI: 10.15468/dl.376jr5
title: Occurrence Download

description: A dataset containing 706 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Prunus davidiana"
 ]
}

 The dataset includes 706 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011214-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18479044
title: Preprint Supplementary Files