cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.j7cae3
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Columba livia",
 "Country is Angola",
 "HasCoordinate is true"
 ]
}

 The dataset includes 262 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086476-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yy4b6n
title: Occurrence Download

description: A dataset containing 670 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bonnemaisonia hamifera",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 670 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086480-250717081556266/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/12642003
title: Bitcoin BTC, 7 Exchanges, 1m Full Historical Data
DOI: 10.5281/zenodo.16686738
title: Predicting Thermal Behavior in E-Scooters with Neural Network Modeling for Battery Using Phase Change Materials (PCM) Predicting Thermal Behavior in E-Scooters with Neural Network Modeling for Battery Using Phase Change Materials (PCM)

description: The growing adoption of electric scooters necessitates advanced thermal management strategies to ensure battery safety, efficiency, and longevity. This study investigates the thermal behavior of lithium-ion batteries integrated with beeswax-based phase change material (PCM) under dynamic loading conditions, comparing it against paraffin and air-cooled systems. A custom-designed experimental rig, validated through mechanical analysis, facilitated the evaluation of temperature regulation and voltage stability. Results showed that beeswax PCM consistently reduced peak battery temperatures and preserved voltage integrity. To complement experimental insights, an Artificial Neural Network (ANN) model with a 4-4-1 multilayer perceptron architecture was developed to predict temperature ratios based on RPM, load, PCM type, and voltage ratio. The model exhibited excellent predictive performance with an R² of 0.9415 and low error metrics. This dual approach validates the feasibility of using bio-based PCM materials alongside AI-driven prediction models for enhanced thermal regulation in micromobility battery systems. The findings support the development of sustainable and intelligent battery management frameworks tailored for compact electric vehicles.
DOI: 10.5281/zenodo.16686737
title: Predicting Thermal Behavior in E-Scooters with Neural Network Modeling for Battery Using Phase Change Materials (PCM) Predicting Thermal Behavior in E-Scooters with Neural Network Modeling for Battery Using Phase Change Materials (PCM)

description: The growing adoption of electric scooters necessitates advanced thermal management strategies to ensure battery safety, efficiency, and longevity. This study investigates the thermal behavior of lithium-ion batteries integrated with beeswax-based phase change material (PCM) under dynamic loading conditions, comparing it against paraffin and air-cooled systems. A custom-designed experimental rig, validated through mechanical analysis, facilitated the evaluation of temperature regulation and voltage stability. Results showed that beeswax PCM consistently reduced peak battery temperatures and preserved voltage integrity. To complement experimental insights, an Artificial Neural Network (ANN) model with a 4-4-1 multilayer perceptron architecture was developed to predict temperature ratios based on RPM, load, PCM type, and voltage ratio. The model exhibited excellent predictive performance with an R² of 0.9415 and low error metrics. This dual approach validates the feasibility of using bio-based PCM materials alongside AI-driven prediction models for enhanced thermal regulation in micromobility battery systems. The findings support the development of sustainable and intelligent battery management frameworks tailored for compact electric vehicles.
DOI: 10.15468/dl.w7cm72
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachidontes pharaonis",
 "Country is Syrian Arab Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086479-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qh4oxt
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043143-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knnygm
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Junco phaeonotus bairdi Ridgway, 1883",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 135 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087533-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ach6z
title: Occurrence Download

description: A dataset containing 10080 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cotinis Burmeister, 1842"
 ]
}

 The dataset includes 10080 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0273800-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfrwph
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011394-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edfrbn
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043169-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.deohvg
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043165-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnq6qb
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011154-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2c3q8
title: Occurrence Download

description: A dataset containing 4641 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anthonomus rubi L.Bedel, 1887"
 ]
}

 The dataset includes 4641 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297639-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpkfsp
title: Occurrence Download

description: A dataset containing 21727 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Ceiba Mill.",
 "TaxonKey is Adansonia L.",
 "TaxonKey is Capparis L.",
 "TaxonKey is Pachira Aubl.",
 "TaxonKey is Ophelus Lour.",
 "TaxonKey is Ceiba Medik.",
 "TaxonKey is Pseudobombax Dugand",
 "TaxonKey is Pourretia Ruiz & Pav.",
 "TaxonKey is Carolinea L.f.",
 "TaxonKey is Bombax L.",
 "TaxonKey is Chorisia Kunth",
 "TaxonKey is Baobabus Kuntze",
 "TaxonKey is Cavanillesia Ruiz & Pav.",
 "TaxonKey is Pourretia Willd."
 ]
 },
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Literature Occurrence"
 ]
 }
 ]
}

 The dataset includes 21727 records from 311 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087814-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxgugq
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011253-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffuypo
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043170-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykh69w
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cotinis lemoulti Antoine, 2007"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0273801-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwe1cv
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011346-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nehf2c
title: Occurrence Download

description: A dataset containing 137473859 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Continent is Africa",
 "Continent is Antarctica",
 "Continent is Asia",
 "Continent is Oceania",
 "Continent is Europe",
 "Continent is South America"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 137473859 records from 531 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0283756-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmq1uq
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043192-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.huhpvu
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Junco vulcani (Boucard, 1878)",
 "Country is Costa Rica",
 "HasCoordinate is true",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 106 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087534-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8wnvi
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011214-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xr6ysj
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053859-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ieyfnz
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011294-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtp4pe
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043207-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgf72f
title: Occurrence Download

description: A dataset containing 193008540 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 193008540 records from 19996 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008418-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gw86h9
title: Occurrence Download

description: A dataset containing 1769298156 species occurrences available in GBIF matching the query:
{
 "Year" : [
 "1901-2021"
 ]
}

 The dataset includes 1769298156 records from 33295 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012359-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/5f2-44q-b02
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g3h-s7j-sw9
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lyh-j9g-b28
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j6c-c74-nwa
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vq5-95j-pmv
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lmg-ycp-qwg
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p8c-dwk-b4q
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pn2-l2s-e7d
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hz7-lg4-57n
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r6b-zp8-lmb
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/98v-cpy-3wy
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pyr-153-cgv
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2b5-ft5-ge9
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xbc-4hv-942
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/98n-wt6-47c
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cyd-kpy-4kf
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e4x-z38-pb4
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g4g-l19-gqf
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dzd-jjc-39d
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zn2-47h-s9z
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0g0-t7p-5th
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pnw-fnr-vxe
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ht6-rvy-de7
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n7h-dz9-fpt
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/36w-pg0-t3n
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wwr-sgs-mjr
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7hq-gk9-1c4
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/htl-8h4-blt
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jq2-9a6-4ys
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n7x-f9c-1d3
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nka-mlr-lnj
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15253756
title: Low-frequency Cortical Activity Reflects Context-dependent Parsing of Word Sequences

description: The dataset and code used for the publication of "Low-frequency Cortical Activity Reflects Context-dependent Parsing of Word Sequences".



Data path





derivatives (./data/derivatives/): preprocessed data.



meg_quat-tsss-withEOG_100hz_0d3-40: meg data preprocessed at 100 Hz filtered between 0.3 and 40 Hz.

FreeSurfer: anatomy data preprocessed



behavior_data (./behavior_data/)

stimuli (./exp_procedure/material/): exp stimuli and procedure

features (./data/features/): calculated phonological and linguistic features.


Code path



Preprocessing:





[preprocessing.py]: preprocessing of behavior and MEG data.

[recon.py]: reconstruction of T1 .niift data into surface data in FreeSurfer.

[analysis_stimuli.ipynb]: preprocessing and feature extraction of stimuli.


Analysis





[analysis_meg.ipynb]: spectral, time course, and RSA analysis.
DOI: 10.5281/zenodo.11442095
title: Low-frequency Cortical Activity Reflects Context-dependent Parsing of Word Sequences

description: The dataset and code used for the publication of "Low-frequency Cortical Activity Reflects Context-dependent Parsing of Word Sequences".



Data path





derivatives (./data/derivatives/): preprocessed data.



meg_quat-tsss-withEOG_100hz_0d3-40: meg data preprocessed at 100 Hz filtered between 0.3 and 40 Hz.

FreeSurfer: anatomy data preprocessed



behavior_data (./behavior_data/)

stimuli (./exp_procedure/material/): exp stimuli and procedure

features (./data/features/): calculated phonological and linguistic features.


Code path



Preprocessing:





[preprocessing.py]: preprocessing of behavior and MEG data.

[recon.py]: reconstruction of T1 .niift data into surface data in FreeSurfer.

[analysis_stimuli.ipynb]: preprocessing and feature extraction of stimuli.


Analysis





[analysis_meg.ipynb]: spectral, time course, and RSA analysis.