cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26526709
title: Efficacy, safety, and acceptability of selective serotonin reuptake inhibitors and serotonin-norepinephrine reuptake inhibitors for anxiety disorders among children and adolescents: a systematic review and meta-analysis

description: the dataset of the study title "Efficacy, safety, and acceptability of selective serotonin reuptake inhibitors and serotonin-norepinephrine reuptake inhibitors for anxiety disorders among children and adolescents: a systematic review and meta-analysis"
DOI: 10.6084/m9.figshare.26526709.v1
title: Efficacy, safety, and acceptability of selective serotonin reuptake inhibitors and serotonin-norepinephrine reuptake inhibitors for anxiety disorders among children and adolescents: a systematic review and meta-analysis

description: the dataset of the study title "Efficacy, safety, and acceptability of selective serotonin reuptake inhibitors and serotonin-norepinephrine reuptake inhibitors for anxiety disorders among children and adolescents: a systematic review and meta-analysis"
DOI: 10.15468/dl.95bmcz
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.753533 -33.310223, 148.753533 -33.312469, 148.760271 -33.312469, 148.760271 -33.310223, 148.753533 -33.310223)), ((148.753533 -33.310223, 148.753533 -33.307977, 148.74455 -33.307977, 148.74455 -33.310223, 148.753533 -33.310223)), ((148.760271 -33.310223, 148.764762 -33.310223, 148.764762 -33.312469, 148.773746 -33.312469, 148.773746 -33.31696, 148.7715 -33.31696, 148.7715 -33.319206, 148.767008 -33.319206, 148.767008 -33.323697, 148.760271 -33.323697, 148.760271 -33.319206, 148.758025 -33.319206, 148.758025 -33.31696, 148.751288 -33.31696, 148.751288 -33.325943, 148.753533 -33.325943, 148.753533 -33.328189, 148.764762 -33.328189, 148.764762 -33.325943, 148.767008 -33.325943, 148.767008 -33.328189, 148.7715 -33.328189, 148.7715 -33.323697, 148.775991 -33.323697, 148.775991 -33.325943, 148.78722 -33.325943, 148.78722 -33.323697, 148.789466 -33.323697, 148.789466 -33.319206, 148.782729 -33.319206, 148.782729 -33.31696, 148.780483 -33.31696, 148.780483 -33.312469, 148.78722 -33.312469, 148.78722 -33.31696, 148.789466 -33.31696, 148.789466 -33.312469, 148.791712 -33.312469, 148.791712 -33.310223, 148.78722 -33.310223, 148.78722 -33.307977, 148.780483 -33.307977, 148.780483 -33.303485, 148.775991 -33.303485, 148.775991 -33.30124, 148.773746 -33.30124, 148.773746 -33.307977, 148.760271 -33.307977, 148.760271 -33.310223)), ((148.775991 -33.325943, 148.773746 -33.325943, 148.773746 -33.328189, 148.775991 -33.328189, 148.775991 -33.325943)))"
 ]
}

 The dataset includes 127 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057925-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sajk5s
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Tetrachaetum elegans Ingold",
 "Year 2000-2024"
 ]
}

 The dataset includes 33 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057926-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13284253
title: Anonymized first MPOX outbreak in the city of Barcelona

description: We present the anonymized dataset of the complete first MPOX outbreak in the city of Barcelona.

Sensitive information, such as date of birth, has been reduced to the year of birth. The country of birth has been simplified to regions: Spain, Europe, Asia, Africa, North America, and Latin America and the Caribbean. For geolocation, only the ZIP code of residence and the categorization in the Basic Health Area are presented.

We believe that with this amount of information, the data presented is sufficiently reproducible, bur further queries can be addressed to ext_dpalma@aspb.cat.

 

David Palma,

Public Health Agency of Barcelona,

International Health Department, CAPRHI, Maastricht University,

CIBER in Epidemiology and Public Health.
DOI: 10.5281/zenodo.13284254
title: Anonymized first MPOX outbreak in the city of Barcelona

description: We present the anonymized dataset of the complete first MPOX outbreak in the city of Barcelona.

Sensitive information, such as date of birth, has been reduced to the year of birth. The country of birth has been simplified to regions: Spain, Europe, Asia, Africa, North America, and Latin America and the Caribbean. For geolocation, only the ZIP code of residence and the categorization in the Basic Health Area are presented.

We believe that with this amount of information, the data presented is sufficiently reproducible, bur further queries can be addressed to ext_dpalma@aspb.cat.

 

David Palma,

Public Health Agency of Barcelona,

International Health Department, CAPRHI, Maastricht University,

CIBER in Epidemiology and Public Health.
DOI: 10.25345/c5g44j27n
title: MassIVE MSV000095563 - GNPS Clostridium innocuum secretomes
title: The data is for the identification of Clostridium innocuum proteins that are secreted differently under vancomycin treatment or when co-cultured with Clostridioides difficile. The secretome of untreated C. innocuum and treated cultures were labeled with formaldehyde-13CD2O (heavy) and formaldehyde-12CH2O (light), respectively, mixed in equal proportions, and analyzed using 1D LC-MS/MS (Ultimate 3000 RSLCnano LC system coupled to an Orbitrap Elite mass spectrometer). The raw data were processed with Proteome Discoverer software (PD 1.4.1.14, Thermo Scientific) employing Mascot (Matrix Science, London, UK) as the search engine for protein identification and an implemented workflow for protein quantification. Proteins were identified using an in-house database of C. innocuum AN.
DOI: 10.15468/dl.yq56w3
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elwendia persica (Boiss.) Pimenov & Kljuykov"
 ]
}

 The dataset includes 205 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057927-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agnc2g
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Europe)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Equus hydruntinus Regalia, 1907"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057928-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77nse8
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.859086 -33.31696, 148.859086 -33.323697, 148.865823 -33.323697, 148.865823 -33.319206, 148.863578 -33.319206, 148.863578 -33.31696, 148.859086 -33.31696))"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057929-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rctpzy
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Tetracladium breve A.Roldán",
 "Year 2000-2024"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057930-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5518/277
title: The effects of automation on drivers’ lane changing

description: An excel file containing all of the variables used in the analysis for the paper entitled “The effects of varying levels of vehicle automation on drivers’ lane changing behaviour”, along with a worksheet explaining coding procedures.
DOI: 10.15468/dl.jrv7rx
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Tetracladium furcatum Descals",
 "Year 2000-2024"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057931-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4whf3
title: Occurrence Download

description: A dataset containing 606194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saxicola rubetra (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 606194 records from 1352 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057918-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwp6s8
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bufotes balearicus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 95 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015173-250920141307145/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/13167786
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.9gku9w
title: Occurrence Download

description: A dataset containing 724 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tracheophyta)",
 "Geometry POLYGON ((11.21408 49.89678, 11.23408 49.89678, 11.23408 49.91678, 11.21408 49.91678, 11.21408 49.89678))"
 ]
}

 The dataset includes 724 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015174-250920141307145/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.30207916
title: emotion_wav_files.zip

description: We present a systematic investigation of Purple Heart plant (Tradescantia pallida) bioelectrical signals for dual-purpose classification tasks: environmental state detection and human emotion recognition. Using an AD8232 ECG sensor at 400Hz sampling rate, we recorded 3-second bioelectrical signal segments with 1-second overlap, converting them to mel-spectrograms for ResNet18 CNN classification. For lamp on/off detection, we achieved 85.4% accuracy with balanced precision (0.85-0.86) and recall (0.84-0.86) metrics across 2,767 spectrogram samples. For human emotion classification, our system achieved optimal performance at 73% accuracy with 1-second lag, distinguishing between happy and sad emotional states across 1,619 samples. These results demonstrate the viability of plant bioelectrical signals as environmental sensors and provide preliminary evidence for emotion detection capabilities, opening new research directions in bio-informational engineering and plant-computer interfaces.
DOI: 10.6084/m9.figshare.30207916.v1
title: emotion_wav_files.zip

description: We present a systematic investigation of Purple Heart plant (Tradescantia pallida) bioelectrical signals for dual-purpose classification tasks: environmental state detection and human emotion recognition. Using an AD8232 ECG sensor at 400Hz sampling rate, we recorded 3-second bioelectrical signal segments with 1-second overlap, converting them to mel-spectrograms for ResNet18 CNN classification. For lamp on/off detection, we achieved 85.4% accuracy with balanced precision (0.85-0.86) and recall (0.84-0.86) metrics across 2,767 spectrogram samples. For human emotion classification, our system achieved optimal performance at 73% accuracy with 1-second lag, distinguishing between happy and sad emotional states across 1,619 samples. These results demonstrate the viability of plant bioelectrical signals as environmental sensors and provide preliminary evidence for emotion detection capabilities, opening new research directions in bio-informational engineering and plant-computer interfaces.
DOI: 10.15468/dl.8sm73q
title: Occurrence Download

description: A dataset containing 697352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "Year is 1985"
 ]
}

 The dataset includes 697352 records from 354 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015031-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mcchbp
title: Occurrence Download

description: A dataset containing 381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus spectabilis",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 381 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015175-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrakt2
title: Occurrence Download

description: A dataset containing 618 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus spectabilis",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 618 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015176-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phn23w
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus spectabilis",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015177-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vpkua7
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Osmoderma italicum"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015178-250920141307145/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.30207913
title: emotion_labels.zip

description: We present a systematic investigation of Purple Heart plant (Tradescantia pallida) bioelectrical signals for dual-purpose classification tasks: environmental state detection and human emotion recognition. Using an AD8232 ECG sensor at 400Hz sampling rate, we recorded 3-second bioelectrical signal segments with 1-second overlap, converting them to mel-spectrograms for ResNet18 CNN classification. For lamp on/off detection, we achieved 85.4% accuracy with balanced precision (0.85-0.86) and recall (0.84-0.86) metrics across 2,767 spectrogram samples. For human emotion classification, our system achieved optimal performance at 73% accuracy with 1-second lag, distinguishing between happy and sad emotional states across 1,619 samples. These results demonstrate the viability of plant bioelectrical signals as environmental sensors and provide preliminary evidence for emotion detection capabilities, opening new research directions in bio-informational engineering and plant-computer interfaces.
DOI: 10.6084/m9.figshare.30207913.v1
title: emotion_labels.zip

description: We present a systematic investigation of Purple Heart plant (Tradescantia pallida) bioelectrical signals for dual-purpose classification tasks: environmental state detection and human emotion recognition. Using an AD8232 ECG sensor at 400Hz sampling rate, we recorded 3-second bioelectrical signal segments with 1-second overlap, converting them to mel-spectrograms for ResNet18 CNN classification. For lamp on/off detection, we achieved 85.4% accuracy with balanced precision (0.85-0.86) and recall (0.84-0.86) metrics across 2,767 spectrogram samples. For human emotion classification, our system achieved optimal performance at 73% accuracy with 1-second lag, distinguishing between happy and sad emotional states across 1,619 samples. These results demonstrate the viability of plant bioelectrical signals as environmental sensors and provide preliminary evidence for emotion detection capabilities, opening new research directions in bio-informational engineering and plant-computer interfaces.
DOI: 10.15468/dl.kan6hv
title: Occurrence Download

description: A dataset containing 4532 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Impatiens balsamina)"
 ]
}

 The dataset includes 4532 records from 261 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015179-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7e4gez
title: Occurrence Download

description: A dataset containing 8657 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Osmoderma eremita"
 ]
}

 The dataset includes 8657 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015180-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fv7pdv
title: Occurrence Download

description: A dataset containing 14809 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rosalia alpina"
 ]
}

 The dataset includes 14809 records from 352 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015182-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xkxcy
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calotriton arnoldi)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 80 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015181-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17199533
title: fgfdgdfg

description: dfgdfgdfgdfgdf
DOI: 10.5281/zenodo.17199532
title: fgfdgdfg

description: dfgdfgdfgdfgdf
DOI: 10.6084/m9.figshare.30207907
title: lamp_wav_files.zip

description: We present a systematic investigation of Purple Heart plant (Tradescantia pallida) bioelectrical signals for dual-purpose classification tasks: environmental state detection and human emotion recognition. Using an AD8232 ECG sensor at 400Hz sampling rate, we recorded 3-second bioelectrical signal segments with 1-second overlap, converting them to mel-spectrograms for ResNet18 CNN classification. For lamp on/off detection, we achieved 85.4% accuracy with balanced precision (0.85-0.86) and recall (0.84-0.86) metrics across 2,767 spectrogram samples. For human emotion classification, our system achieved optimal performance at 73% accuracy with 1-second lag, distinguishing between happy and sad emotional states across 1,619 samples. These results demonstrate the viability of plant bioelectrical signals as environmental sensors and provide preliminary evidence for emotion detection capabilities, opening new research directions in bio-informational engineering and plant-computer interfaces.
DOI: 10.6084/m9.figshare.30207907.v1
title: lamp_wav_files.zip

description: We present a systematic investigation of Purple Heart plant (Tradescantia pallida) bioelectrical signals for dual-purpose classification tasks: environmental state detection and human emotion recognition. Using an AD8232 ECG sensor at 400Hz sampling rate, we recorded 3-second bioelectrical signal segments with 1-second overlap, converting them to mel-spectrograms for ResNet18 CNN classification. For lamp on/off detection, we achieved 85.4% accuracy with balanced precision (0.85-0.86) and recall (0.84-0.86) metrics across 2,767 spectrogram samples. For human emotion classification, our system achieved optimal performance at 73% accuracy with 1-second lag, distinguishing between happy and sad emotional states across 1,619 samples. These results demonstrate the viability of plant bioelectrical signals as environmental sensors and provide preliminary evidence for emotion detection capabilities, opening new research directions in bio-informational engineering and plant-computer interfaces.
DOI: 10.15468/dl.nrc6s6
title: Occurrence Download

description: A dataset containing 794 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus spectabilis",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 794 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015183-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpukcz
title: Occurrence Download

description: A dataset containing 4791 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus spectabilis",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4791 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015185-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hu9mb
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus spectabilis",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015184-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.