cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4c9qzb
title: Occurrence Download

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Nematistius pectoralis Gill, 1862"
 ]
}

 The dataset includes 206 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245861-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eyvtu9
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithobates lemosespinali (Smith & Chiszar, 2003)"
 ]
}

 The dataset includes 51 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004956-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzhtx6
title: Occurrence Download

description: A dataset containing 5235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Natator depressus (Garman, 1880)"
 ]
}

 The dataset includes 5235 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241405-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hqbj2
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natural History Museum (London) Collection Specimens",
 "TaxonKey is Pristimantis platydactylus (Boulenger, 1903)"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249604-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eutbce
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Actinopterygii",
 "Year is greater than or equal to 1880",
 "Year is less than 1885",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241403-230224095556074/datasets/export for details.
DOI: 10.15468/dl.dvuwd4
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pimelodella lateristriga (Lichtenstein, 1823)"
 ]
}

 The dataset includes 172 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245879-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bytnwu
title: Occurrence Download

description: A dataset containing 1368 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sceloporus serrifer Cope, 1866"
 ]
}

 The dataset includes 1368 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004099-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10875041
title: Acoustic Emission dataset for impact localization: numerical and experimental case studies

description: Acoustic Emission dataset for Defect Detection in Aluminum plates

Simulated data

File name: Simulation.zip

Simulated AE signals based on a ray-tracing algorithm taking into consideration reflections with the mechanical boundaries of the medium (reflection up to the 4th order), which corresponds to a 1x1x0.003 m square aluminum plate.

Each signal has been created by simulating the propagation between a transmitter (Tx, index from 1 to 40) and a Receiver (Rx, index from 1 to 25), grouped by Tx position and saved as a .mat struct ('data') containing the following fields:



data.Rx = 2 x 25 matrix containing in the first and second row the x and y axis of the Rx position

data.Rx = 2 x 25 matrix containing in the first and second row the x and y axis of the Tx position

data.data = 8000 x 25 matrix containing the transmitted, propagated AE signal from Tx to Rx organized by column. Each AE instance constitutes of 8000 samples acquired at a sampling frequency of 2 MHz (indicated in the file name), one for each Rx given that Tx position.

data.Label = 1x25 vector containing the ToA labels associated with each of the 25 Tx-rx pairs (per Tx position) computed by means of the Akaike Information Criterion. 


Experimental data

File name: Test_x0.xx_y0.yyFs2MHz_1x1x0.003_Al.csv

Experimental data collected with custom AE instrumentation as described in Ref 1. 

One single file is a collection of 3 tests (three repetitions of the impact event at the same position), each of them containing three signals acquired simultaneously by three sensors located in proximity of three corners of a 1x1x0.003 aluminum plate having the same geometrical and numerical characteristics of the numerical one. The sensors acquire 5000 samples at a rate of 2 MHz (indicated in the file name) with a pre-trigger window of 1500 samples. The specific coordinates of the sensors are:



s1 [x = 0.05, y = 0.95] m

s2 [x = 0.05, y = 0.05] m

s3 [x = 0.95, y = 0.05] m


There are 9 files associated with as many impact positions, indicated by the "x0.xx_y0.yy" entry in the file name, with 0.xx and 0.yy corresponding to the x and y coordinate, respectively. Excitation has been provided by means of a waveform generator exciting a 3-cycle sinusoidal wave with central frequency of 250 kHz. More deatils about the electronics and the full setup are provided in the same reference above. 

 

This research work has been carried out within the Intelligent Sensor Systems Lab@University of Bologna, Italy. 

For any needs, warning or curiosities, please contact federica.zonzini@unibo.it
DOI: 10.5281/zenodo.10875042
title: Acoustic Emission dataset for impact localization: numerical and experimental case studies

description: Acoustic Emission dataset for Defect Detection in Aluminum plates

Simulated data

File name: Simulation.zip

Simulated AE signals based on a ray-tracing algorithm taking into consideration reflections with the mechanical boundaries of the medium (reflection up to the 4th order), which corresponds to a 1x1x0.003 m square aluminum plate.

Each signal has been created by simulating the propagation between a transmitter (Tx, index from 1 to 40) and a Receiver (Rx, index from 1 to 25), grouped by Tx position and saved as a .mat struct ('data') containing the following fields:



data.Rx = 2 x 25 matrix containing in the first and second row the x and y axis of the Rx position

data.Rx = 2 x 25 matrix containing in the first and second row the x and y axis of the Tx position

data.data = 8000 x 25 matrix containing the transmitted, propagated AE signal from Tx to Rx organized by column. Each AE instance constitutes of 8000 samples acquired at a sampling frequency of 2 MHz (indicated in the file name), one for each Rx given that Tx position.

data.Label = 1x25 vector containing the ToA labels associated with each of the 25 Tx-rx pairs (per Tx position) computed by means of the Akaike Information Criterion. 


Experimental data

File name: Test_x0.xx_y0.yyFs2MHz_1x1x0.003_Al.csv

Experimental data collected with custom AE instrumentation as described in Ref 1. 

One single file is a collection of 3 tests (three repetitions of the impact event at the same position), each of them containing three signals acquired simultaneously by three sensors located in proximity of three corners of a 1x1x0.003 aluminum plate having the same geometrical and numerical characteristics of the numerical one. The sensors acquire 5000 samples at a rate of 2 MHz (indicated in the file name) with a pre-trigger window of 1500 samples. The specific coordinates of the sensors are:



s1 [x = 0.05, y = 0.95] m

s2 [x = 0.05, y = 0.05] m

s3 [x = 0.95, y = 0.05] m


There are 9 files associated with as many impact positions, indicated by the "x0.xx_y0.yy" entry in the file name, with 0.xx and 0.yy corresponding to the x and y coordinate, respectively. Excitation has been provided by means of a waveform generator exciting a 3-cycle sinusoidal wave with central frequency of 250 kHz. More deatils about the electronics and the full setup are provided in the same reference above. 

 

This research work has been carried out within the Intelligent Sensor Systems Lab@University of Bologna, Italy. 

For any needs, warning or curiosities, please contact federica.zonzini@unibo.it
DOI: 10.15468/dl.cuxm8u
title: Occurrence Download

description: A dataset containing 207231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Microtus Schrank, 1798"
 ]
}

 The dataset includes 207231 records from 186 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241362-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cf63tq
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrocleys parviflora Seub."
 ]
}

 The dataset includes 183 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249610-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7pktg6
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Ovis ammon (Linnaeus, 1758)"
 ]
}

 The dataset includes 122 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004081-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwjw33
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cortesia cuneifolia Cav."
 ]
}

 The dataset includes 107 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245863-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7an3vu
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hesperantha leucantha Baker"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241410-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dr3eyb
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrocotyle boliviana (Kuntze) Mathias"
 ]
}

 The dataset includes 25 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249624-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n62cvp
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium pohlei Zahn"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245928-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5yvv4
title: Occurrence Download

description: A dataset containing 1089 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Picea mariana (Mill.) Britton et al."
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2020",
 "DecimalLatitude is greater than or equal to 22.339412732063565",
 "DecimalLatitude is less than or equal to 56.47802094128505",
 "DecimalLongitude is greater than or equal to -89.38477198181909",
 "DecimalLongitude is less than or equal to -51.77540380141015",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1089 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010202-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvmtwk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hesperantha longistyla J.C.Manning & Goldblatt"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241416-230224095556074/datasets/export for details.
DOI: 10.15468/dl.fb7tsq
title: Occurrence Download

description: A dataset containing 1111625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Polygonaceae"
 ]
}

 The dataset includes 1111625 records from 1180 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004012-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpf4jv
title: Occurrence Download

description: A dataset containing 69254 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Linum usitatissimum L."
 ]
}

 The dataset includes 69254 records from 1024 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018021-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dybhtr
title: Occurrence Download

description: A dataset containing 5108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (United States of America, Mexico, Guatemala, Belize, El Salvador, Honduras, Nicaragua, Costa Rica, Panama)",
 "TaxonKey is Malaxis Sol. ex Sw.",
 "Year 1980-2025"
 ]
}

 The dataset includes 5108 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018039-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2a3ym3
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes aegypti (Linnaeus, 1762)",
 "Country is Suriname",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 25 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033407-241126133413365/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.28024505
title: Umfrage: Aktuelle ambulante Versorgungssituation von pAVK Patienten/-innen in Deutschland_11/22.xlsx

description: This survey was performed in order to evaluate the current health situation of patients with PAD in germany. It is part of a masterthesis and written in german.
DOI: 10.6084/m9.figshare.28024505.v1
title: Umfrage: Aktuelle ambulante Versorgungssituation von pAVK Patienten/-innen in Deutschland_11/22.xlsx

description: This survey was performed in order to evaluate the current health situation of patients with PAD in germany. It is part of a masterthesis and written in german.
DOI: 10.15468/dl.e89ke2
title: Occurrence Download

description: A dataset containing 4306 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erythrolamprus reginae (Linnaeus, 1758)"
 ]
}

 The dataset includes 4306 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033408-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1124319
title: Images from Archaeological Trial Trenching for Magna Park Extension, Hybrid Application, Lutterworth, 2019

description: This archive consists of images from Archaeological Trial Trenching by Albion Archaeology at Magna Park, Lutterworth from September to October 2019. The presence of medieval trackway known from previous works was confirmed and remains of the possible early Roman field system were identified and investigated.
DOI: 10.15468/dl.xwskx9
title: Occurrence Download

description: A dataset containing 9818 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Adansonia digitata L."
 ]
}

 The dataset includes 9818 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033409-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wx3h9t
title: Occurrence Download

description: A dataset containing 982788 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Ghana"
 ]
}

 The dataset includes 982788 records from 722 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033391-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14280310
title: SAE-GRU_DL_Botnet_Detct.

description: The dataset includes network traffic features and labeled instances representing normal and botnet activity, generated in a smart city emulation environment. It is designed for evaluating IoT intrusion detection systems using advanced deep learning algorithms.
DOI: 10.5281/zenodo.14280311
title: SAE-GRU_DL_Botnet_Detct.

description: The dataset includes network traffic features and labeled instances representing normal and botnet activity, generated in a smart city emulation environment. It is designed for evaluating IoT intrusion detection systems using advanced deep learning algorithms.
DOI: 10.5281/zenodo.14447647
title: SAE-GRU_DL_Botnet_Detct.

description: The dataset includes network traffic features and labeled instances representing normal and botnet activity, generated in a smart city emulation environment. It is designed for evaluating IoT intrusion detection systems using advanced deep learning algorithms.
DOI: 10.15468/dl.sykjqm
title: Occurrence Download

description: A dataset containing 752 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Anthodioctes megachiloides Holmberg, 1903"
 ]
}

 The dataset includes 752 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033410-241126133413365/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/10012018
title: TIX ID app reviews from google play store
DOI: 10.15468/dl.x46wj9
title: Occurrence Download

description: A dataset containing 289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes aegypti (Linnaeus, 1762)",
 "Country is Venezuela (Bolivarian Republic of)",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 289 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033412-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14447315
title: [Sequencing data] Evaluating Seqstant LiveGene Analysis in Real-Time Assessment of Metagenomic Next-Generation Sequencing (mNGS) Data from Respiratory Samples.

description: Sequencing data from the performance study for the manuscript "Evaluating Seqstant LiveGene Analysis in Real-Time Assessment of Metagenomic Next-Generation Sequencing (mNGS) Data from Respiratory Samples.".

The dataset contains:



FastQ files of all non-excluded samples used for the performance evaluation (performance_evaluation)

FastQ files of all samples used for comparison between different sequencing devices (device_comparison)


Data has been preprocessed with the commercial Seqstant LiveGene software, including the following preprocessing steps:



Removal of human reads (privacy protection)

Demultiplexing according to the specific LiveGene adapter design for live sequencing

Removal of low-quality reads

Removal of low-diversity reads

Trimming of low-quality and poly-G ends

Adapter Trimming

Removal of reads shorter than 50bp after trimming steps
DOI: 10.5281/zenodo.14447316
title: [Sequencing data] Evaluating Seqstant LiveGene Analysis in Real-Time Assessment of Metagenomic Next-Generation Sequencing (mNGS) Data from Respiratory Samples.

description: Sequencing data from the performance study for the manuscript "Evaluating Seqstant LiveGene Analysis in Real-Time Assessment of Metagenomic Next-Generation Sequencing (mNGS) Data from Respiratory Samples.".

The dataset contains:



FastQ files of all non-excluded samples used for the performance evaluation (performance_evaluation)

FastQ files of all samples used for comparison between different sequencing devices (device_comparison)


Data has been preprocessed with the commercial Seqstant LiveGene software, including the following preprocessing steps:



Removal of human reads (privacy protection)

Demultiplexing according to the specific LiveGene adapter design for live sequencing

Removal of low-quality reads

Removal of low-diversity reads

Trimming of low-quality and poly-G ends

Adapter Trimming

Removal of reads shorter than 50bp after trimming steps
DOI: 10.15468/dl.f7tyv3
title: Occurrence Download

description: A dataset containing 279355 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Geometry POLYGON((-72.86089 4.44796,-72.66358 2.70036,-71.07806 2.74264,-71.05968 4.85529,-71.98125 4.40696,-72.86089 4.44796))",
 "StateProvince is one of (meta)"
 ]
 }
 ]
}

 The dataset includes 279355 records from 206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033399-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pnx8v
title: Occurrence Download

description: A dataset containing 1636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Sesamum indicum L."
 ]
}

 The dataset includes 1636 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033413-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.